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Tags:
glyphmatics
sigilagi
symbolic-ai
semantic-compression
neuro-symbolic-ai
cognitive-architecture
License:
| {"domain": "dataset_compression", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000439", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 439. Task=alpha_beta_gamma_map. Domain=dataset_compression."}, "instruction": "Perform alpha_beta_gamma_map for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=alpha_beta_gamma_map", "glyph_sequence": ["PSI", "ONE", "VALIDATE", "VALIDATE", "ONE", "CLOSE", "CLOSE", "CUBE"], "layers": {"alpha": {"identity": "PSI", "role": "symbolic identity"}, "beta": {"payload_hash": "796f577b4bf14f78f6f37a7a", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 439. Task=alpha_beta_gamma_"}, "gamma": {"context_hash": "065af2734dff8b58c95fbde4", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 439. Task=alpha_beta_gamma_map. Domain=dataset_compression."}, "record_hash": "580dad2e275a0f210296411198c46c3bce27fa7359188230a49494bcd52ae90d", "task_type": "alpha_beta_gamma_map", "version": "1.0.0"} | |
| {"domain": "termux_deployment", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000593", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 593. Task=rc3_cube_encode. Domain=termux_deployment."}, "instruction": "Perform rc3_cube_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=rc3_cube_encode", "glyph_sequence": ["ONE", "ONE", "STAR", "CLOSE", "MIRROR", "PSI", "EXPAND", "VALIDATE"], "layers": {"alpha": {"identity": "ONE", "role": "symbolic identity"}, "beta": {"payload_hash": "811529732e79479faa3a1ec0", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 593. Task=rc3_cube_encode. Do"}, "gamma": {"context_hash": "6e74d730f7b87e991aa89d6d", "validation": "round_trip_required"}}, "rc3": {"stickers_6bit": [1, 21, 41, 51, 46, 57, 7, 31, 42, 58, 30, 0, 45, 25, 59, 16, 9, 5, 33, 27, 4, 26, 55, 57, 16, 38, 11, 51, 62, 55, 1, 21, 41, 51, 46, 57, 7, 31, 42, 58, 30, 0, 45, 25, 59, 16, 9, 5, 33, 27, 4, 26, 55, 57]}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 593. Task=rc3_cube_encode. Domain=termux_deployment."}, "record_hash": "89f93836d93404745c1be0334f37eec64355b09b4a8faf076dcb073e66fe30fe", "task_type": "rc3_cube_encode", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000102", "input": {"source_text": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 102. Task=mobile_deploy. Domain=knowledge_graph."}, "instruction": "Perform mobile_deploy for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "alpha|stores|symbolic|identity|payload|gamma|validates|context|sample|task=mobile_deploy", "deployment": {"platform": "Termux", "steps": ["write", "validate", "push"]}, "glyph_sequence": ["ONE", "PAYLOAD", "NINE", "OPEN", "SYNTH", "EXPAND", "ORIGIN", "NINE"], "layers": {"alpha": {"identity": "ONE", "role": "symbolic identity"}, "beta": {"payload_hash": "ff6392b4a38fdeb61ba2547a", "summary": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 102. Task=mobile_deploy. Domain"}, "gamma": {"context_hash": "129c5dfa858ccd016a94f383", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 102. Task=mobile_deploy. Domain=knowledge_graph."}, "record_hash": "74f5eb5eaa37d124318124e6a5a2a828cfcb31dc9765f2b5c785018f8fce729d", "task_type": "mobile_deploy", "version": "1.0.0"} | |
| {"domain": "termux_deployment", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000713", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 713. Task=rc3_cube_encode. Domain=termux_deployment."}, "instruction": "Perform rc3_cube_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=rc3_cube_encode", "glyph_sequence": ["VALIDATE", "ONE", "PSI", "EXPAND", "LATTICE", "OPEN", "ROUTE", "SYNTH"], "layers": {"alpha": {"identity": "VALIDATE", "role": "symbolic identity"}, "beta": {"payload_hash": "f96f8b231db40e7f1d0e1925", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 713. Task=rc3_cube_encode. Do"}, "gamma": {"context_hash": "552427d1221759efd1d00595", "validation": "round_trip_required"}}, "rc3": {"stickers_6bit": [57, 47, 11, 35, 29, 52, 14, 63, 29, 14, 25, 37, 60, 43, 19, 13, 11, 48, 29, 38, 20, 23, 17, 9, 46, 48, 38, 40, 18, 29, 57, 47, 11, 35, 29, 52, 14, 63, 29, 14, 25, 37, 60, 43, 19, 13, 11, 48, 29, 38, 20, 23, 17, 9]}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 713. Task=rc3_cube_encode. Domain=termux_deployment."}, "record_hash": "6064793405a259e38d6c6d333a2bb0e1aa86c4e7ebb44991ffb6d525f1e64d24", "task_type": "rc3_cube_encode", "version": "1.0.0"} | |
| {"domain": "huggingface_space", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000898", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 898. Task=hf_dataset_card. Domain=huggingface_space."}, "instruction": "Perform hf_dataset_card for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=hf_dataset_card", "glyph_sequence": ["SYNTH", "VALIDATE", "ORIGIN", "CUBE", "OPEN", "OPEN", "ORIGIN", "VALIDATE"], "layers": {"alpha": {"identity": "SYNTH", "role": "symbolic identity"}, "beta": {"payload_hash": "1333849c1224de7b8946ee97", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 898. Task=hf_dataset"}, "gamma": {"context_hash": "4ca039983a66674f0af3c793", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 898. Task=hf_dataset_card. Domain=huggingface_space."}, "record_hash": "699e67fbebcf69b4424dd49a1b7d3fbe49dfc97956ac9e51520ce47c0bc0f952", "task_type": "hf_dataset_card", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000841", "input": {"source_text": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 841. Task=glyph_decode. Domain=multimodal_encoding."}, "instruction": "Perform glyph_decode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "mobile|assistant|stores|compact|semantic|memories|without|losing|intent|sample", "glyph_sequence": ["ROUTE", "CUBE", "PSI", "VALIDATE", "PSI", "LATTICE", "CUBE", "OPEN"], "layers": {"alpha": {"identity": "ROUTE", "role": "symbolic identity"}, "beta": {"payload_hash": "e6549d33e5add22437a11b23", "summary": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 841. Task=glyph_decode. Domain=mult"}, "gamma": {"context_hash": "06aec663fd4358986283fb12", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A mobile AI assistant stores compact semantic memories without losing intent. Sample 841. Task=glyph_decode. Domain=multimodal_encoding."}, "record_hash": "646c9c8c79e4d29db405a62a6b17dfb21caf8a6d1a000ff521813b0caaadc8fe", "task_type": "glyph_decode", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000294", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 294. Task=quantum_glyph_transform. Domain=knowledge_graph."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=quantum_glyph_transform|domain=knowledge_graph", "glyph_sequence": ["CUBE", "ROUTE", "PSI", "RECURSE", "ORIGIN", "CLOSE", "PAYLOAD", "STAR"], "layers": {"alpha": {"identity": "CUBE", "role": "symbolic identity"}, "beta": {"payload_hash": "780e9dee6085095f33386399", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 294. Task=quantum_glyph_transform. "}, "gamma": {"context_hash": "5bd5b1938276044a24a7d3b0", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.2, "psi1": 0.14}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 294. Task=quantum_glyph_transform. Domain=knowledge_graph."}, "record_hash": "e319df7e8acf08e2214af42201a0cbe92bbc9bedec4ca9740335709415b1f66a", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "agentic_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000803", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 803. Task=rc3_cube_encode. Domain=agentic_ai."}, "instruction": "Perform rc3_cube_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=rc3_cube_encode", "glyph_sequence": ["NINE", "PAYLOAD", "MIRROR", "MIRROR", "LATTICE", "OPEN", "ROUTE", "ORIGIN"], "layers": {"alpha": {"identity": "NINE", "role": "symbolic identity"}, "beta": {"payload_hash": "b6631ce289eae6060c79c810", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 803. Task=rc3_cube_encode. Do"}, "gamma": {"context_hash": "7cf8d31ffbea8a181a3decba", "validation": "round_trip_required"}}, "rc3": {"stickers_6bit": [54, 35, 28, 34, 9, 42, 38, 6, 12, 57, 8, 16, 46, 55, 42, 36, 12, 52, 10, 50, 56, 59, 61, 5, 53, 46, 5, 29, 24, 54, 54, 35, 28, 34, 9, 42, 38, 6, 12, 57, 8, 16, 46, 55, 42, 36, 12, 52, 10, 50, 56, 59, 61, 5]}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 803. Task=rc3_cube_encode. Domain=agentic_ai."}, "record_hash": "0d8fd781fdd0f1838814bf98651357c86cc6dcc6dc43357352e0fc7c8b8ebbea", "task_type": "rc3_cube_encode", "version": "1.0.0"} | |
| {"domain": "mobile_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000357", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 357. Task=mobile_deploy. Domain=mobile_ai."}, "instruction": "Perform mobile_deploy for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "deployment": {"platform": "Termux", "steps": ["write", "validate", "push"]}, "glyph_sequence": ["CLOSE", "SYNTH", "ROUTE", "MIRROR", "ORIGIN", "SYNTH", "EXPAND", "PSI"], "layers": {"alpha": {"identity": "CLOSE", "role": "symbolic identity"}, "beta": {"payload_hash": "f1139e9aba49478be1900362", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 357. Task=mobil"}, "gamma": {"context_hash": "f61a39283f6b8601ed941bad", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 357. Task=mobile_deploy. Domain=mobile_ai."}, "record_hash": "a436da20c9c857f46f5100d27978820538c17c66551502b3069aed913b7fb4b9", "task_type": "mobile_deploy", "version": "1.0.0"} | |
| {"domain": "dataset_compression", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000127", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 127. Task=giibl_lattice_block. Domain=dataset_compression."}, "instruction": "Perform giibl_lattice_block for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "giibl": {"lattice_root": "0d645ebc16c8137d59c535fccc1acebaebc5c6e9e9175bb9fd27e4d0baed846c", "payload_hash": "b29d0a16feb49bc4e0ae80d47547425907486087a1c48acd493333648f296511", "previous_root": "70cdc8afde620d0aad5a2313a5f006083e58c0016b571461414d6220440a8450"}, "glyph_sequence": ["COMPRESS", "PSI", "MIRROR", "RECURSE", "NINE", "OPEN", "LATTICE", "COMPRESS"], "layers": {"alpha": {"identity": "COMPRESS", "role": "symbolic identity"}, "beta": {"payload_hash": "b29d0a16feb49bc4e0ae80d4", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 127. Task=giibl"}, "gamma": {"context_hash": "4ac129af88e4dbb113c08aaa", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 127. Task=giibl_lattice_block. Domain=dataset_compression."}, "record_hash": "30c8f6adfff65430a687ff0792fa5117331a5ffdbccdedc3b322ea2c3f1559b8", "task_type": "giibl_lattice_block", "version": "1.0.0"} | |
| {"domain": "termux_deployment", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000365", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 365. Task=sigilagi_route. Domain=termux_deployment."}, "instruction": "Perform sigilagi_route for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=sigilagi_route", "glyph_sequence": ["NINE", "SYNTH", "PAYLOAD", "ONE", "TRILAYER", "RECURSE", "COMPRESS", "NINE"], "layers": {"alpha": {"identity": "NINE", "role": "symbolic identity"}, "beta": {"payload_hash": "026dcfedf294fa5c57dda1c3", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 365. Task=sigilagi_route."}, "gamma": {"context_hash": "e3a20474cd5f2905187b232c", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 365. Task=sigilagi_route. Domain=termux_deployment.", "route": {"intent": "extract_compress_expand", "next_action": "encode_validate_reconstruct"}}, "record_hash": "ae725955ec4ecb935b42693795fbc1e116069a76afad9f83659adca2f04bb454", "task_type": "sigilagi_route", "version": "1.0.0"} | |
| {"domain": "dataset_compression", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000631", "input": {"source_text": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 631. Task=glyph_decode. Domain=dataset_compression."}, "instruction": "Perform glyph_decode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "mobile|assistant|stores|compact|semantic|memories|without|losing|intent|sample", "glyph_sequence": ["ROUTE", "OPEN", "RECURSE", "EXPAND", "PAYLOAD", "STAR", "STAR", "CUBE"], "layers": {"alpha": {"identity": "ROUTE", "role": "symbolic identity"}, "beta": {"payload_hash": "8cc63a6b99b9cb0c661fcce7", "summary": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 631. Task=glyph_decode. Domain=data"}, "gamma": {"context_hash": "b44d3c5376debcfbf40f8b83", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A mobile AI assistant stores compact semantic memories without losing intent. Sample 631. Task=glyph_decode. Domain=dataset_compression."}, "record_hash": "0be3881401d3f9109791ae30d6d338701298e5afdf68c9b7ff6adae9db6e5427", "task_type": "glyph_decode", "version": "1.0.0"} | |
| {"domain": "dataset_compression", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000847", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 847. Task=giibl_lattice_block. Domain=dataset_compression."}, "instruction": "Perform giibl_lattice_block for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "giibl": {"lattice_root": "5a61f8d1ccb4246680d8482d0850e1ea6ab1666ba1671e07e6478a2b6ecf833b", "payload_hash": "0c14fccd7ddc61c8f0bd3238861fa5b019b94c10ef7ff7edabdbc0ce6428206d", "previous_root": "828b79fd2f297e10d7899a737aee92f263b3c40003829dbbcf1ab29b74468141"}, "glyph_sequence": ["CUBE", "NINE", "OPEN", "CLOSE", "EXPAND", "RECURSE", "CLOSE", "NINE"], "layers": {"alpha": {"identity": "CUBE", "role": "symbolic identity"}, "beta": {"payload_hash": "0c14fccd7ddc61c8f0bd3238", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 847. Task=giibl"}, "gamma": {"context_hash": "6d8a83f554ce5b07bf8952db", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 847. Task=giibl_lattice_block. Domain=dataset_compression."}, "record_hash": "4b3f589b99d766bf5818574566d30697a5ba56a9525ff07946b340e2e8c99133", "task_type": "giibl_lattice_block", "version": "1.0.0"} | |
| {"domain": "agentic_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000095", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 95. Task=sigilagi_route. Domain=agentic_ai."}, "instruction": "Perform sigilagi_route for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=sigilagi_route", "glyph_sequence": ["NINE", "OPEN", "EXPAND", "RECURSE", "MIRROR", "CLOSE", "OPEN", "COMPRESS"], "layers": {"alpha": {"identity": "NINE", "role": "symbolic identity"}, "beta": {"payload_hash": "02488f70641924467776cb5e", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 95. Task=sigilagi_route. "}, "gamma": {"context_hash": "b51d79e142551137505bb50b", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 95. Task=sigilagi_route. Domain=agentic_ai.", "route": {"intent": "extract_compress_expand", "next_action": "encode_validate_reconstruct"}}, "record_hash": "cbcff5587236327b12af47a0d3aab4b8f855749fe12c35b723c2ec3d7ae03216", "task_type": "sigilagi_route", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000474", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 474. Task=quantum_glyph_transform. Domain=knowledge_graph."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=quantum_glyph_transform|domain=knowledge_graph", "glyph_sequence": ["LATTICE", "COMPRESS", "ONE", "ORIGIN", "MIRROR", "ONE", "LATTICE", "ORIGIN"], "layers": {"alpha": {"identity": "LATTICE", "role": "symbolic identity"}, "beta": {"payload_hash": "65d6fff0acff1ddea28d8150", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 474. Task=quantum_glyph_transform. "}, "gamma": {"context_hash": "8060e35f5c3ee9cfcca32cc3", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.01, "psi1": 0.14}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 474. Task=quantum_glyph_transform. Domain=knowledge_graph."}, "record_hash": "fd382904e8e9a07c2a3eb500f3be0d89b76238212b93385da59978007ed952fe", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "conversation_memory", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000864", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 864. Task=quantum_glyph_transform. Domain=conversation_memory."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=quantum_glyph_transform|domain=conversation_memory", "glyph_sequence": ["STAR", "LATTICE", "MIRROR", "LATTICE", "COMPRESS", "MIRROR", "EXPAND", "NINE"], "layers": {"alpha": {"identity": "STAR", "role": "symbolic identity"}, "beta": {"payload_hash": "05bf4041580a236ec905ec1e", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 864. Task=quantum_glyph_transform. "}, "gamma": {"context_hash": "37e604197d0abab12a1199f6", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.05, "psi1": 0.91}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 864. Task=quantum_glyph_transform. Domain=conversation_memory."}, "record_hash": "8b821139a2605bfe360e55b8f848f305175fe33415a2d8582d5d9b8b972602cb", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000798", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 798. Task=semantic_reconstruct. Domain=knowledge_graph."}, "instruction": "Perform semantic_reconstruct for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=semantic_reconstruct", "glyph_sequence": ["PAYLOAD", "CUBE", "PSI", "ORIGIN", "ROUTE", "STAR", "MIRROR", "SYNTH"], "layers": {"alpha": {"identity": "PAYLOAD", "role": "symbolic identity"}, "beta": {"payload_hash": "ab0c9d8432eff4b5940cdbdd", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 798. Task=semantic_r"}, "gamma": {"context_hash": "c8c1401e9632967fe5ba186e", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 798. Task=semantic_reconstruct. Domain=knowledge_graph."}, "record_hash": "a4b28c68c83b24acb00cc5adddf639bb886c544e3756938a373e036e849bf993", "task_type": "semantic_reconstruct", "version": "1.0.0"} | |
| {"domain": "academic_writeup", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000339", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 339. Task=quantum_glyph_transform. Domain=academic_writeup."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=quantum_glyph_transform", "glyph_sequence": ["TRILAYER", "CLOSE", "LATTICE", "OPEN", "STAR", "TRILAYER", "MIRROR", "TRILAYER"], "layers": {"alpha": {"identity": "TRILAYER", "role": "symbolic identity"}, "beta": {"payload_hash": "74f10bfc71e0643ec2ea91d0", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 339. Task=quantum_glyph_tra"}, "gamma": {"context_hash": "b75b7b93d172609230693b48", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.16, "psi1": 0.41}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 339. Task=quantum_glyph_transform. Domain=academic_writeup."}, "record_hash": "d06da9cd9f0af4e20fcbbbef668146773d0d0ce859ee58332481cd9663c8b282", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "symbolic_reasoning", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000422", "input": {"source_text": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 422. Task=semantic_compress. Domain=symbolic_reasoning."}, "instruction": "Perform semantic_compress for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "alpha|stores|symbolic|identity|payload|gamma|validates|context|sample|task=semantic_compress", "glyph_sequence": ["CUBE", "MIRROR", "CUBE", "ORIGIN", "EXPAND", "OPEN", "COMPRESS", "RECURSE"], "layers": {"alpha": {"identity": "CUBE", "role": "symbolic identity"}, "beta": {"payload_hash": "0c1c78ba595a22eeb1898f84", "summary": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 422. Task=semantic_compress. Do"}, "gamma": {"context_hash": "e9d9dd5f4ca69993a9e664f1", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 422. Task=semantic_compress. Domain=symbolic_reasoning."}, "record_hash": "6fde9f5d19f2fbc67a756d90879bd1d756e759ca4918c4d96b48d4278651b413", "task_type": "semantic_compress", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000066", "input": {"source_text": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 66. Task=vil_normalize. Domain=knowledge_graph."}, "instruction": "Perform vil_normalize for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "dataset|teaches|encoding|decoding|compression|reconstruction|routing|safety|sample|task=vil_normalize", "glyph_sequence": ["CLOSE", "VALIDATE", "CLOSE", "EXPAND", "RECURSE", "ORIGIN", "LATTICE", "NINE"], "layers": {"alpha": {"identity": "CLOSE", "role": "symbolic identity"}, "beta": {"payload_hash": "8521197d04cc774a907f63d0", "summary": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 66. Task=vil_normalize."}, "gamma": {"context_hash": "93355005ba7b588af4f741b3", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 66. Task=vil_normalize. Domain=knowledge_graph.", "vil": {"glyphs": ["CLOSE", "VALIDATE", "CLOSE", "EXPAND", "RECURSE", "ORIGIN", "LATTICE", "NINE"], "normal_form": "VIL_CANONICAL_GLYPH_RECORD", "stable": true}}, "record_hash": "a27f9af08e4cb7cd127607cb0b2b80ab75b62d2cdd96a5ed524c9498f8d56e74", "task_type": "vil_normalize", "version": "1.0.0"} | |
| {"domain": "agentic_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000407", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 407. Task=semantic_compress. Domain=agentic_ai."}, "instruction": "Perform semantic_compress for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "glyph_sequence": ["STAR", "CUBE", "VALIDATE", "VALIDATE", "NINE", "CLOSE", "SYNTH", "PSI"], "layers": {"alpha": {"identity": "STAR", "role": "symbolic identity"}, "beta": {"payload_hash": "b98a0f7b8073fd9d988f2913", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 407. Task=seman"}, "gamma": {"context_hash": "e73d1e217492bb169e4b97da", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 407. Task=semantic_compress. Domain=agentic_ai."}, "record_hash": "9a957e3638e8314fd8a7593e753df9d43032c597603d55d61754181d844d3da6", "task_type": "semantic_compress", "version": "1.0.0"} | |
| {"domain": "conversation_memory", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000684", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 684. Task=quantum_glyph_transform. Domain=conversation_memory."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=quantum_glyph_transform|domain=conversation_memory", "glyph_sequence": ["STAR", "VALIDATE", "TRILAYER", "ONE", "CLOSE", "TRILAYER", "CLOSE", "OPEN"], "layers": {"alpha": {"identity": "STAR", "role": "symbolic identity"}, "beta": {"payload_hash": "b921e01597cecdfcff5bba3b", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 684. Task=quantum_glyph_transform. "}, "gamma": {"context_hash": "7243f0e13deb44662d7deeb2", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.85, "psi1": 0.33}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 684. Task=quantum_glyph_transform. Domain=conversation_memory."}, "record_hash": "54df3bc7c4ee094221530ccbc226b1fbcbf6484c6bfa5a906cc6f27d3bdad9d8", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "symbolic_reasoning", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000626", "input": {"source_text": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 626. Task=safety_classify. Domain=symbolic_reasoning."}, "instruction": "Perform safety_classify for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "dataset|teaches|encoding|decoding|compression|reconstruction|routing|safety|sample|task=safety_classify", "glyph_sequence": ["EXPAND", "COMPRESS", "EXPAND", "CLOSE", "COMPRESS", "NINE", "RECURSE", "TRILAYER"], "layers": {"alpha": {"identity": "EXPAND", "role": "symbolic identity"}, "beta": {"payload_hash": "7d34fbdfd69228aac1469507", "summary": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 626. Task=safety_classi"}, "gamma": {"context_hash": "5859f8282786712bc34ae1b4", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 626. Task=safety_classify. Domain=symbolic_reasoning.", "safety": {"expected_behavior": "encode_normally", "label": "safe"}}, "record_hash": "d394cdded3475eb90360d0851aed4cb92d350688313ea6de9d95de347780c4de", "task_type": "safety_classify", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000241", "input": {"source_text": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 241. Task=glyph_decode. Domain=multimodal_encoding."}, "instruction": "Perform glyph_decode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "mobile|assistant|stores|compact|semantic|memories|without|losing|intent|sample", "glyph_sequence": ["MIRROR", "ORIGIN", "ONE", "CUBE", "SYNTH", "CLOSE", "TRILAYER", "RECURSE"], "layers": {"alpha": {"identity": "MIRROR", "role": "symbolic identity"}, "beta": {"payload_hash": "9a4edb9ceb071a042d9a254f", "summary": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 241. Task=glyph_decode. Domain=mult"}, "gamma": {"context_hash": "3377886220a978e81c938a34", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A mobile AI assistant stores compact semantic memories without losing intent. Sample 241. Task=glyph_decode. Domain=multimodal_encoding."}, "record_hash": "09f4a4e52f4907c8de7178f8aa685ae93c7d0c7b8b7a4d1e7081b1d5d837791b", "task_type": "glyph_decode", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000373", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 373. Task=hf_dataset_card. Domain=multimodal_encoding."}, "instruction": "Perform hf_dataset_card for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=hf_dataset_card", "glyph_sequence": ["CLOSE", "TRILAYER", "EXPAND", "STAR", "SYNTH", "VALIDATE", "EXPAND", "CUBE"], "layers": {"alpha": {"identity": "CLOSE", "role": "symbolic identity"}, "beta": {"payload_hash": "cd3e591791c3471e5c89230d", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 373. Task=hf_dataset_card. Do"}, "gamma": {"context_hash": "81b516b0ed63342cfc0d4657", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 373. Task=hf_dataset_card. Domain=multimodal_encoding."}, "record_hash": "d638fa7e2e8b6c153f5c9a4eff4beb439fadf531e031d5f5d2b81c70cddbb9c1", "task_type": "hf_dataset_card", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000889", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 889. Task=alpha_beta_gamma_map. Domain=multimodal_encoding."}, "instruction": "Perform alpha_beta_gamma_map for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=alpha_beta_gamma_map", "glyph_sequence": ["RECURSE", "PAYLOAD", "STAR", "STAR", "SYNTH", "LATTICE", "ONE", "RECURSE"], "layers": {"alpha": {"identity": "RECURSE", "role": "symbolic identity"}, "beta": {"payload_hash": "a687b917d99bb7caa85f1dbf", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 889. Task=alpha_beta_gamma_"}, "gamma": {"context_hash": "29849b0c2906e6307dcbe428", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 889. Task=alpha_beta_gamma_map. Domain=multimodal_encoding."}, "record_hash": "91fe16ac8b3daf9c7c3bc0e1d99dba78e1a6419b0cdc40bb34849b1026be6656", "task_type": "alpha_beta_gamma_map", "version": "1.0.0"} | |
| {"domain": "edge_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000664", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 664. Task=alpha_beta_gamma_map. Domain=edge_ai."}, "instruction": "Perform alpha_beta_gamma_map for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=alpha_beta_gamma_map|domain=edge_ai", "glyph_sequence": ["OPEN", "EXPAND", "VALIDATE", "STAR", "RECURSE", "PSI", "NINE", "LATTICE"], "layers": {"alpha": {"identity": "OPEN", "role": "symbolic identity"}, "beta": {"payload_hash": "36e97b8382af14ad4d0d224e", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 664. Task=alpha_beta_gamma_map. Dom"}, "gamma": {"context_hash": "145dc187bee5171ad268e0bd", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 664. Task=alpha_beta_gamma_map. Domain=edge_ai."}, "record_hash": "3309f7ae6e3d4d4b6d8d726728606b79371d4f99b61aa6069bd0e28fcb67e438", "task_type": "alpha_beta_gamma_map", "version": "1.0.0"} | |
| {"domain": "academic_writeup", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000699", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 699. Task=quantum_glyph_transform. Domain=academic_writeup."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=quantum_glyph_transform", "glyph_sequence": ["CUBE", "STAR", "RECURSE", "NINE", "SYNTH", "RECURSE", "EXPAND", "ORIGIN"], "layers": {"alpha": {"identity": "CUBE", "role": "symbolic identity"}, "beta": {"payload_hash": "e4714c80372847a8fb434b5f", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 699. Task=quantum_glyph_tra"}, "gamma": {"context_hash": "3b26a35deb81bb25ee8a9b89", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.28, "psi1": 0.13}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 699. Task=quantum_glyph_transform. Domain=academic_writeup."}, "record_hash": "93c1bbef2f1e5a635ba199b7242bdaf2ef429923ebbee1cc07300231f7629c54", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000205", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 205. Task=agent_plan. Domain=multimodal_encoding."}, "instruction": "Perform agent_plan for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=agent_plan", "glyph_sequence": ["MIRROR", "NINE", "NINE", "OPEN", "LATTICE", "CUBE", "COMPRESS", "PSI"], "layers": {"alpha": {"identity": "MIRROR", "role": "symbolic identity"}, "beta": {"payload_hash": "525cfe7ebfd2b29d5a5cf03c", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 205. Task=agent_plan. Dom"}, "gamma": {"context_hash": "b604293494a156e0dffc71e3", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 205. Task=agent_plan. Domain=multimodal_encoding."}, "record_hash": "0a570751edb5190a11c75a5145f6832034a0d32fd21127dbe1bb5162f5a71235", "task_type": "agent_plan", "version": "1.0.0"} | |
| {"domain": "academic_writeup", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000495", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 495. Task=glyph_encode. Domain=academic_writeup."}, "instruction": "Perform glyph_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=glyph_encode", "glyph_sequence": ["CUBE", "SYNTH", "ROUTE", "PAYLOAD", "PAYLOAD", "TRILAYER", "TRILAYER", "MIRROR"], "layers": {"alpha": {"identity": "CUBE", "role": "symbolic identity"}, "beta": {"payload_hash": "c0d9f8871be01ad0990456a3", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 495. Task=glyph_encode. D"}, "gamma": {"context_hash": "462db1bf778a0561ffd1494d", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 495. Task=glyph_encode. Domain=academic_writeup."}, "record_hash": "184516f856ded7854bb673ece0a07a9ab30ef581ce11ca9c71426ba4eb90fe08", "task_type": "glyph_encode", "version": "1.0.0"} | |
| {"domain": "huggingface_space", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000310", "input": {"source_text": "The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 310. Task=agent_plan. Domain=huggingface_space."}, "instruction": "Perform agent_plan for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "system|compresses|meaning|symbolic|glyphs|reconstructs|readable|output|sample|task=agent_plan", "glyph_sequence": ["PAYLOAD", "LATTICE", "OPEN", "ONE", "PAYLOAD", "VALIDATE", "CLOSE", "MIRROR"], "layers": {"alpha": {"identity": "PAYLOAD", "role": "symbolic identity"}, "beta": {"payload_hash": "f3adc6272d9ff1e2eefde8ff", "summary": "The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 310. Task=agent_plan. Domain"}, "gamma": {"context_hash": "b359c597fd57ca242c2610c1", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 310. Task=agent_plan. Domain=huggingface_space."}, "record_hash": "349c8d2f0aafacbc710b28e5bacec5550d9ba821fa2839d67e977cd027765177", "task_type": "agent_plan", "version": "1.0.0"} | |
| {"domain": "symbolic_reasoning", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000314", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 314. Task=tool_spec_generate. Domain=symbolic_reasoning."}, "instruction": "Perform tool_spec_generate for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=tool_spec_generate|domain=symbolic_reasoning", "glyph_sequence": ["CLOSE", "ONE", "CLOSE", "STAR", "MIRROR", "CUBE", "RECURSE", "MIRROR"], "layers": {"alpha": {"identity": "CLOSE", "role": "symbolic identity"}, "beta": {"payload_hash": "cded070552f6dc88358c4c4e", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 314. Task=tool_spec_generate. Domai"}, "gamma": {"context_hash": "31e9d2ef45f8286cd015c350", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 314. Task=tool_spec_generate. Domain=symbolic_reasoning."}, "record_hash": "5219967ad920953432b6cd53da4814d55942344cd7b9dc82afdbedcf369cf698", "task_type": "tool_spec_generate", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000025", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 25. Task=agent_plan. Domain=multimodal_encoding."}, "instruction": "Perform agent_plan for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=agent_plan", "glyph_sequence": ["TRILAYER", "CUBE", "NINE", "PAYLOAD", "STAR", "CUBE", "MIRROR", "ONE"], "layers": {"alpha": {"identity": "TRILAYER", "role": "symbolic identity"}, "beta": {"payload_hash": "50e4fef305ae885d1bde8dae", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 25. Task=agent_plan. Doma"}, "gamma": {"context_hash": "1052b28068fea2d56083a5aa", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 25. Task=agent_plan. Domain=multimodal_encoding."}, "record_hash": "c9e69018e610b93fcd3681fea5deda5dd843129ca999480b7bed8839f812fdd5", "task_type": "agent_plan", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000438", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 438. Task=semantic_reconstruct. Domain=knowledge_graph."}, "instruction": "Perform semantic_reconstruct for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=semantic_reconstruct", "glyph_sequence": ["ONE", "ORIGIN", "TRILAYER", "TRILAYER", "ROUTE", "EXPAND", "VALIDATE", "OPEN"], "layers": {"alpha": {"identity": "ONE", "role": "symbolic identity"}, "beta": {"payload_hash": "5d3c6274f8d79f6c4a4ad585", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 438. Task=semantic_r"}, "gamma": {"context_hash": "1cddc51618865c235a697d29", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 438. Task=semantic_reconstruct. Domain=knowledge_graph."}, "record_hash": "08c462439c05432d7745cb828663c6060ca39bccbab3f021d7f563c72be476da", "task_type": "semantic_reconstruct", "version": "1.0.0"} | |
| {"domain": "mobile_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000633", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 633. Task=semantic_reconstruct. Domain=mobile_ai."}, "instruction": "Perform semantic_reconstruct for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=semantic_reconstruct", "glyph_sequence": ["CLOSE", "COMPRESS", "ONE", "SYNTH", "VALIDATE", "STAR", "EXPAND", "TRILAYER"], "layers": {"alpha": {"identity": "CLOSE", "role": "symbolic identity"}, "beta": {"payload_hash": "19b2edeb8d292374e8edfdc1", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 633. Task=semantic_reconstruc"}, "gamma": {"context_hash": "732c10590af980800caa4243", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 633. Task=semantic_reconstruct. Domain=mobile_ai."}, "record_hash": "e0bfc43a296bb4f322c0e1072c9390d5ba3b0166ba3eb0f4de421a8e10d91aed", "task_type": "semantic_reconstruct", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000150", "input": {"source_text": "The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 150. Task=glyph_encode. Domain=knowledge_graph."}, "instruction": "Perform glyph_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "system|compresses|meaning|symbolic|glyphs|reconstructs|readable|output|sample|task=glyph_encode", "glyph_sequence": ["CUBE", "OPEN", "SYNTH", "EXPAND", "EXPAND", "LATTICE", "TRILAYER", "CUBE"], "layers": {"alpha": {"identity": "CUBE", "role": "symbolic identity"}, "beta": {"payload_hash": "30007fe947f5988a65b4cfd1", "summary": "The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 150. Task=glyph_encode. Doma"}, "gamma": {"context_hash": "0319454abb14e6a1a9f343e8", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 150. Task=glyph_encode. Domain=knowledge_graph."}, "record_hash": "701c1f51b3a7abbf984fb0b087e6de38f131c1fd38ca1f67318a5a5bb27aa5d6", "task_type": "glyph_encode", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000433", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 433. Task=hf_dataset_card. Domain=multimodal_encoding."}, "instruction": "Perform hf_dataset_card for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=hf_dataset_card", "glyph_sequence": ["CUBE", "SYNTH", "ROUTE", "RECURSE", "PAYLOAD", "VALIDATE", "COMPRESS", "PSI"], "layers": {"alpha": {"identity": "CUBE", "role": "symbolic identity"}, "beta": {"payload_hash": "4291e64cbd69b2f73a58b74b", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 433. Task=hf_dataset_card. Do"}, "gamma": {"context_hash": "623a8ebca3f55c9ec051146d", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 433. Task=hf_dataset_card. Domain=multimodal_encoding."}, "record_hash": "91ca0eff3d09e23873c8c62c0dc138e935793b65046db546593052aa72befd0f", "task_type": "hf_dataset_card", "version": "1.0.0"} | |
| {"domain": "termux_deployment", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000809", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 809. Task=tool_spec_generate. Domain=termux_deployment."}, "instruction": "Perform tool_spec_generate for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=tool_spec_generate", "glyph_sequence": ["PAYLOAD", "TRILAYER", "OPEN", "LATTICE", "PSI", "OPEN", "ROUTE", "COMPRESS"], "layers": {"alpha": {"identity": "PAYLOAD", "role": "symbolic identity"}, "beta": {"payload_hash": "0974c62f1f6c687c77ce3929", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 809. Task=tool_spec_generat"}, "gamma": {"context_hash": "37f955651756c7f1fb3f1b0b", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 809. Task=tool_spec_generate. Domain=termux_deployment."}, "record_hash": "452afd38dfefd246dec906b89079b46c7320daf3cf77f641e2693d671f1a1b6c", "task_type": "tool_spec_generate", "version": "1.0.0"} | |
| {"domain": "agentic_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000539", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 539. Task=tool_spec_generate. Domain=agentic_ai."}, "instruction": "Perform tool_spec_generate for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=tool_spec_generate", "glyph_sequence": ["EXPAND", "EXPAND", "ORIGIN", "NINE", "RECURSE", "NINE", "TRILAYER", "SYNTH"], "layers": {"alpha": {"identity": "EXPAND", "role": "symbolic identity"}, "beta": {"payload_hash": "8f234e6eee26e00198d79a09", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 539. Task=tool_spec_generat"}, "gamma": {"context_hash": "b1176b2dc3594de941348242", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 539. Task=tool_spec_generate. Domain=agentic_ai."}, "record_hash": "c218321ec320a8e167331ff8502d8774d4a173b680e308536eabd452be70b17f", "task_type": "tool_spec_generate", "version": "1.0.0"} | |
| {"domain": "agentic_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000299", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 299. Task=tool_spec_generate. Domain=agentic_ai."}, "instruction": "Perform tool_spec_generate for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=tool_spec_generate", "glyph_sequence": ["STAR", "LATTICE", "OPEN", "COMPRESS", "ROUTE", "COMPRESS", "MIRROR", "CLOSE"], "layers": {"alpha": {"identity": "STAR", "role": "symbolic identity"}, "beta": {"payload_hash": "3bad24a00e6a0abbd71c9478", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 299. Task=tool_spec_generat"}, "gamma": {"context_hash": "225ac76a8b5c2f9d97efbb18", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 299. Task=tool_spec_generate. Domain=agentic_ai."}, "record_hash": "0a99c16531693d986e9526b9f2d1ff23e6bea8979379ff840787c93b664abf50", "task_type": "tool_spec_generate", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000469", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 469. Task=alpha_beta_gamma_map. Domain=multimodal_encoding."}, "instruction": "Perform alpha_beta_gamma_map for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=alpha_beta_gamma_map", "glyph_sequence": ["STAR", "ONE", "ROUTE", "ONE", "SYNTH", "ROUTE", "SYNTH", "OPEN"], "layers": {"alpha": {"identity": "STAR", "role": "symbolic identity"}, "beta": {"payload_hash": "5f034493c78c49b444a82bad", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 469. Task=alpha_beta_gamma_"}, "gamma": {"context_hash": "eaf2981fad0e75908165d0a9", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 469. Task=alpha_beta_gamma_map. Domain=multimodal_encoding."}, "record_hash": "ed190d1612b3bf91861a659829a063c527ee08ba53b60d949f6c718bb5e14d6a", "task_type": "alpha_beta_gamma_map", "version": "1.0.0"} | |
| {"domain": "huggingface_space", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000238", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 238. Task=hf_dataset_card. Domain=huggingface_space."}, "instruction": "Perform hf_dataset_card for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=hf_dataset_card", "glyph_sequence": ["STAR", "PSI", "CLOSE", "LATTICE", "OPEN", "EXPAND", "NINE", "LATTICE"], "layers": {"alpha": {"identity": "STAR", "role": "symbolic identity"}, "beta": {"payload_hash": "b9674fd1fc230289ee01fb62", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 238. Task=hf_dataset"}, "gamma": {"context_hash": "2a1929a7012a0bcdd1090bbc", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 238. Task=hf_dataset_card. Domain=huggingface_space."}, "record_hash": "931668ad600adc5e6dfc0acd1414d7f47e6d0656e4aeb83929c347df0d80611b", "task_type": "hf_dataset_card", "version": "1.0.0"} | |
| {"domain": "mobile_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000741", "input": {"source_text": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 741. Task=vil_normalize. Domain=mobile_ai."}, "instruction": "Perform vil_normalize for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "mobile|assistant|stores|compact|semantic|memories|without|losing|intent|sample", "glyph_sequence": ["STAR", "CLOSE", "COMPRESS", "MIRROR", "OPEN", "OPEN", "STAR", "ONE"], "layers": {"alpha": {"identity": "STAR", "role": "symbolic identity"}, "beta": {"payload_hash": "713d7cac125aa76f7c2b1f3f", "summary": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 741. Task=vil_normalize. Domain=mob"}, "gamma": {"context_hash": "4d9bd7cfc242f77cda668fbd", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A mobile AI assistant stores compact semantic memories without losing intent. Sample 741. Task=vil_normalize. Domain=mobile_ai.", "vil": {"glyphs": ["STAR", "CLOSE", "COMPRESS", "MIRROR", "OPEN", "OPEN", "STAR", "ONE"], "normal_form": "VIL_CANONICAL_GLYPH_RECORD", "stable": true}}, "record_hash": "cba3d2ea2f81a7de820928ee3dbb4052de1580d7c8f6649c843643ead2f60609", "task_type": "vil_normalize", "version": "1.0.0"} | |
| {"domain": "code_generation", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000908", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 908. Task=rc3_cube_encode. Domain=code_generation."}, "instruction": "Perform rc3_cube_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=rc3_cube_encode", "glyph_sequence": ["CLOSE", "ONE", "OPEN", "CUBE", "COMPRESS", "STAR", "MIRROR", "VALIDATE"], "layers": {"alpha": {"identity": "CLOSE", "role": "symbolic identity"}, "beta": {"payload_hash": "976fd830a083bec3f147c9ba", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 908. Task=rc3_cube_e"}, "gamma": {"context_hash": "e42e399e360f9a2036d8f537", "validation": "round_trip_required"}}, "rc3": {"stickers_6bit": [23, 47, 24, 48, 32, 3, 62, 3, 49, 7, 9, 58, 39, 3, 20, 30, 22, 39, 53, 17, 22, 0, 8, 35, 17, 62, 23, 31, 11, 47, 23, 47, 24, 48, 32, 3, 62, 3, 49, 7, 9, 58, 39, 3, 20, 30, 22, 39, 53, 17, 22, 0, 8, 35]}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 908. Task=rc3_cube_encode. Domain=code_generation."}, "record_hash": "92b5048c7317f7c38a8db7dbcc8ad37fd12f9727b43ee0d1cc8ab5a2b3a0e391", "task_type": "rc3_cube_encode", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000133", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 133. Task=hf_dataset_card. Domain=multimodal_encoding."}, "instruction": "Perform hf_dataset_card for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=hf_dataset_card", "glyph_sequence": ["NINE", "LATTICE", "VALIDATE", "EXPAND", "MIRROR", "MIRROR", "ONE", "ONE"], "layers": {"alpha": {"identity": "NINE", "role": "symbolic identity"}, "beta": {"payload_hash": "4a530f8f88ac27eda8f68af8", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 133. Task=hf_dataset_card. Do"}, "gamma": {"context_hash": "4c1f6dce99734225f219e782", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 133. Task=hf_dataset_card. Domain=multimodal_encoding."}, "record_hash": "9bfbbb3809f7534e95be71d99d6d37961f87b98943fcb6d221c48607cfbd4acb", "task_type": "hf_dataset_card", "version": "1.0.0"} | |
| {"domain": "mobile_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000081", "input": {"source_text": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 81. Task=vil_normalize. Domain=mobile_ai."}, "instruction": "Perform vil_normalize for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "mobile|assistant|stores|compact|semantic|memories|without|losing|intent|sample", "glyph_sequence": ["TRILAYER", "COMPRESS", "ROUTE", "NINE", "LATTICE", "SYNTH", "ORIGIN", "PAYLOAD"], "layers": {"alpha": {"identity": "TRILAYER", "role": "symbolic identity"}, "beta": {"payload_hash": "74e8f8a4adfd84872e8274e4", "summary": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 81. Task=vil_normalize. Domain=mobi"}, "gamma": {"context_hash": "f8fe7ad312552580688e6a02", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A mobile AI assistant stores compact semantic memories without losing intent. Sample 81. Task=vil_normalize. Domain=mobile_ai.", "vil": {"glyphs": ["TRILAYER", "COMPRESS", "ROUTE", "NINE", "LATTICE", "SYNTH", "ORIGIN", "PAYLOAD"], "normal_form": "VIL_CANONICAL_GLYPH_RECORD", "stable": true}}, "record_hash": "eb29ed717249e2f804ba927a58b8b01ea49f75d8af82e8487e85c13b658a155e", "task_type": "vil_normalize", "version": "1.0.0"} | |
| {"domain": "symbolic_reasoning", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000518", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 518. Task=rc3_cube_encode. Domain=symbolic_reasoning."}, "instruction": "Perform rc3_cube_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=rc3_cube_encode", "glyph_sequence": ["ONE", "ROUTE", "ORIGIN", "CUBE", "TRILAYER", "RECURSE", "EXPAND", "EXPAND"], "layers": {"alpha": {"identity": "ONE", "role": "symbolic identity"}, "beta": {"payload_hash": "398c4e0ce0dc598f58aec9a5", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 518. Task=rc3_cube_e"}, "gamma": {"context_hash": "1473c1eba26e6184c1131842", "validation": "round_trip_required"}}, "rc3": {"stickers_6bit": [57, 12, 14, 12, 32, 28, 25, 15, 24, 46, 9, 37, 21, 9, 5, 27, 7, 31, 32, 9, 52, 30, 34, 12, 28, 24, 23, 6, 8, 9, 57, 12, 14, 12, 32, 28, 25, 15, 24, 46, 9, 37, 21, 9, 5, 27, 7, 31, 32, 9, 52, 30, 34, 12]}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 518. Task=rc3_cube_encode. Domain=symbolic_reasoning."}, "record_hash": "d668a6d9f919f202fcb72b626ccd7d85654bc00cf2d3bc3a0b0fa679223eff7a", "task_type": "rc3_cube_encode", "version": "1.0.0"} | |
| {"domain": "mobile_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000453", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 453. Task=semantic_reconstruct. Domain=mobile_ai."}, "instruction": "Perform semantic_reconstruct for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=semantic_reconstruct", "glyph_sequence": ["OPEN", "PSI", "NINE", "STAR", "CUBE", "CUBE", "STAR", "OPEN"], "layers": {"alpha": {"identity": "OPEN", "role": "symbolic identity"}, "beta": {"payload_hash": "36af8005667805483a982e2a", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 453. Task=semantic_reconstruc"}, "gamma": {"context_hash": "8b5e6f71be261feb7a83f394", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 453. Task=semantic_reconstruct. Domain=mobile_ai."}, "record_hash": "05c274ed1c6118c0ba78c89560385eefc7563725f119512a9c46114d301a3c37", "task_type": "semantic_reconstruct", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000877", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 877. Task=giibl_lattice_block. Domain=multimodal_encoding."}, "instruction": "Perform giibl_lattice_block for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "giibl": {"lattice_root": "b7dc86657fb6c48b9d9f88c85a5dad220b5ea8a964b433932cb620394d0c4c44", "payload_hash": "a819813fd74560afc4d09e63cf81f651ccf1ffc381e124b7d958bdec629ebb46", "previous_root": "5ee2b8f2323a2eaaeab0455e0eb82c9ab449131134cb02344869617bd22efc81"}, "glyph_sequence": ["ORIGIN", "CLOSE", "ONE", "PAYLOAD", "EXPAND", "VALIDATE", "ORIGIN", "PSI"], "layers": {"alpha": {"identity": "ORIGIN", "role": "symbolic identity"}, "beta": {"payload_hash": "a819813fd74560afc4d09e63", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 877. Task=giibl"}, "gamma": {"context_hash": "aa52f985f4416934f059b757", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 877. Task=giibl_lattice_block. Domain=multimodal_encoding."}, "record_hash": "75c83b5d386a363e831a0c2908607227683a33a057935cefa790186bc5d9cc1e", "task_type": "giibl_lattice_block", "version": "1.0.0"} | |
| {"domain": "multimodal_encoding", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000049", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 49. Task=alpha_beta_gamma_map. Domain=multimodal_encoding."}, "instruction": "Perform alpha_beta_gamma_map for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=alpha_beta_gamma_map", "glyph_sequence": ["ORIGIN", "MIRROR", "NINE", "VALIDATE", "RECURSE", "EXPAND", "ORIGIN", "PSI"], "layers": {"alpha": {"identity": "ORIGIN", "role": "symbolic identity"}, "beta": {"payload_hash": "ba7602c394352a0d42401fea", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 49. Task=alpha_beta_gamma_m"}, "gamma": {"context_hash": "7c4166ebc2267de30b8618f9", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 49. Task=alpha_beta_gamma_map. Domain=multimodal_encoding."}, "record_hash": "b43c7ca72a54d95359c0930f6b900b0dcf0a50cdeb978e8e58f064f14658ff11", "task_type": "alpha_beta_gamma_map", "version": "1.0.0"} | |
| {"domain": "symbolic_reasoning", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000086", "input": {"source_text": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 86. Task=safety_classify. Domain=symbolic_reasoning."}, "instruction": "Perform safety_classify for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "dataset|teaches|encoding|decoding|compression|reconstruction|routing|safety|sample|task=safety_classify", "glyph_sequence": ["ONE", "ONE", "PAYLOAD", "ROUTE", "ROUTE", "LATTICE", "VALIDATE", "LATTICE"], "layers": {"alpha": {"identity": "ONE", "role": "symbolic identity"}, "beta": {"payload_hash": "4b27e1688c65690b2d9c3dcc", "summary": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 86. Task=safety_classif"}, "gamma": {"context_hash": "b341cee5c600ed3d30361e97", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 86. Task=safety_classify. Domain=symbolic_reasoning.", "safety": {"expected_behavior": "encode_normally", "label": "safe"}}, "record_hash": "7c75682d1f4ebfdf829160750fbcaec3eefef3e671082d7038743ebed7d4f2bd", "task_type": "safety_classify", "version": "1.0.0"} | |
| {"domain": "academic_writeup", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000159", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 159. Task=quantum_glyph_transform. Domain=academic_writeup."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=quantum_glyph_transform", "glyph_sequence": ["COMPRESS", "PSI", "RECURSE", "COMPRESS", "PSI", "CLOSE", "ORIGIN", "EXPAND"], "layers": {"alpha": {"identity": "COMPRESS", "role": "symbolic identity"}, "beta": {"payload_hash": "7c7994c4794f4e8fafc7c6cd", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 159. Task=quantum_glyph_tra"}, "gamma": {"context_hash": "0c8fa84b483a00e6b9dc2e80", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.24, "psi1": 0.21}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 159. Task=quantum_glyph_transform. Domain=academic_writeup."}, "record_hash": "4f4fb149b66179734a2ad8094f9ab44869b83315df4fdae457c1c843d2f80920", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "code_generation", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000644", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 644. Task=tool_spec_generate. Domain=code_generation."}, "instruction": "Perform tool_spec_generate for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=tool_spec_generate|domain=code_generation", "glyph_sequence": ["ONE", "NINE", "TRILAYER", "PSI", "PAYLOAD", "COMPRESS", "MIRROR", "ORIGIN"], "layers": {"alpha": {"identity": "ONE", "role": "symbolic identity"}, "beta": {"payload_hash": "6f6e869daba02ecc3aed8e9e", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 644. Task=tool_spec_generate. Domai"}, "gamma": {"context_hash": "64a5bcbca6ad86d401999059", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 644. Task=tool_spec_generate. Domain=code_generation."}, "record_hash": "51f4be6fa70a2964217a4a65e69ef17ba0631e84ba1f81ff8afcf186389e46de", "task_type": "tool_spec_generate", "version": "1.0.0"} | |
| {"domain": "termux_deployment", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000677", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 677. Task=semantic_compress. Domain=termux_deployment."}, "instruction": "Perform semantic_compress for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "glyph_sequence": ["RECURSE", "PAYLOAD", "STAR", "RECURSE", "STAR", "NINE", "SYNTH", "COMPRESS"], "layers": {"alpha": {"identity": "RECURSE", "role": "symbolic identity"}, "beta": {"payload_hash": "cacfb928ef4ad9d6a8a86f27", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 677. Task=seman"}, "gamma": {"context_hash": "cbff543aa2203e81bd51647e", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 677. Task=semantic_compress. Domain=termux_deployment."}, "record_hash": "4a27d0cdd014bb844474f0b6638e438ec58b575116f12dcf4d37386cfe3a94cf", "task_type": "semantic_compress", "version": "1.0.0"} | |
| {"domain": "huggingface_space", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000454", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 454. Task=alpha_beta_gamma_map. Domain=huggingface_space."}, "instruction": "Perform alpha_beta_gamma_map for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=alpha_beta_gamma_map|domain=huggingface_space", "glyph_sequence": ["COMPRESS", "MIRROR", "EXPAND", "OPEN", "ORIGIN", "PSI", "MIRROR", "RECURSE"], "layers": {"alpha": {"identity": "COMPRESS", "role": "symbolic identity"}, "beta": {"payload_hash": "c476b3eaa8311c4cb295a927", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 454. Task=alpha_beta_gamma_map. Dom"}, "gamma": {"context_hash": "1dd7c7671abb2b116eaf13ec", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 454. Task=alpha_beta_gamma_map. Domain=huggingface_space."}, "record_hash": "f3dd3ad3f74b9fab54e5d2831a257e26f840a7a24aab0a974ea8fb08d93c81f4", "task_type": "alpha_beta_gamma_map", "version": "1.0.0"} | |
| {"domain": "edge_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000496", "input": {"source_text": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 496. Task=glyph_decode. Domain=edge_ai."}, "instruction": "Perform glyph_decode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "dataset|teaches|encoding|decoding|compression|reconstruction|routing|safety|sample|task=glyph_decode", "glyph_sequence": ["ROUTE", "EXPAND", "VALIDATE", "CUBE", "SYNTH", "MIRROR", "PSI", "TRILAYER"], "layers": {"alpha": {"identity": "ROUTE", "role": "symbolic identity"}, "beta": {"payload_hash": "9e35b1c06de2551a5cead5e2", "summary": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 496. Task=glyph_decode."}, "gamma": {"context_hash": "61c5783e4ebaaed4df0f1edd", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 496. Task=glyph_decode. Domain=edge_ai."}, "record_hash": "4dd36fb2b0a8c97de4d715adf42656cdcc9d8f5a07fd3041923470eb7b52e209", "task_type": "glyph_decode", "version": "1.0.0"} | |
| {"domain": "edge_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000916", "input": {"source_text": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 916. Task=glyph_decode. Domain=edge_ai."}, "instruction": "Perform glyph_decode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "dataset|teaches|encoding|decoding|compression|reconstruction|routing|safety|sample|task=glyph_decode", "glyph_sequence": ["PSI", "VALIDATE", "PSI", "OPEN", "COMPRESS", "ORIGIN", "TRILAYER", "VALIDATE"], "layers": {"alpha": {"identity": "PSI", "role": "symbolic identity"}, "beta": {"payload_hash": "43578b9058a8089fc58f9d3b", "summary": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 916. Task=glyph_decode."}, "gamma": {"context_hash": "400ac81488b513364ba98e6f", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 916. Task=glyph_decode. Domain=edge_ai."}, "record_hash": "1960e10f6e8dea88c193d4179cc98b342bca896b0c8bdcca397170120b51147a", "task_type": "glyph_decode", "version": "1.0.0"} | |
| {"domain": "mobile_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000885", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 885. Task=glyph_encode. Domain=mobile_ai."}, "instruction": "Perform glyph_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=glyph_encode", "glyph_sequence": ["VALIDATE", "OPEN", "PAYLOAD", "EXPAND", "CUBE", "OPEN", "EXPAND", "LATTICE"], "layers": {"alpha": {"identity": "VALIDATE", "role": "symbolic identity"}, "beta": {"payload_hash": "c3241b8f7848b31ddbfbda4d", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 885. Task=glyph_encode. D"}, "gamma": {"context_hash": "0066f2548a73b7f83a5da8aa", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 885. Task=glyph_encode. Domain=mobile_ai."}, "record_hash": "279011d1310faa725ffd920b5349297f3d54f92af1394dd03371b938f44b5672", "task_type": "glyph_encode", "version": "1.0.0"} | |
| {"domain": "dataset_compression", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000367", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 367. Task=giibl_lattice_block. Domain=dataset_compression."}, "instruction": "Perform giibl_lattice_block for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "giibl": {"lattice_root": "4c08c608ee9c8013a9191e8bdd76c942c8fd8c946ce2254a6893801abe0b15af", "payload_hash": "8054059ff605f708010904342d592ebda00454baf0cc127646fff6db984ed380", "previous_root": "9c4712cb469b93b10ec25b1ec98c15381ae8ff92a79c1ee0ff1da6b7ca7b59fa"}, "glyph_sequence": ["NINE", "CUBE", "STAR", "VALIDATE", "CUBE", "STAR", "PSI", "TRILAYER"], "layers": {"alpha": {"identity": "NINE", "role": "symbolic identity"}, "beta": {"payload_hash": "8054059ff605f70801090434", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 367. Task=giibl"}, "gamma": {"context_hash": "4477ea4c53793dc253c30f72", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 367. Task=giibl_lattice_block. Domain=dataset_compression."}, "record_hash": "daf6dc8943b4c7bcb5e469ede041d7808e2221533273463813c7a0d893d1a66c", "task_type": "giibl_lattice_block", "version": "1.0.0"} | |
| {"domain": "edge_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000292", "input": {"source_text": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 292. Task=giibl_lattice_block. Domain=edge_ai."}, "instruction": "Perform giibl_lattice_block for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "alpha|stores|symbolic|identity|payload|gamma|validates|context|sample|task=giibl_lattice_block", "giibl": {"lattice_root": "6ce6b39b2fe88e624e3c60c6c9f253fe60fae832f8faa85192374e36f0df4df3", "payload_hash": "b3eb88804ceeb296800bd1913d2a4e12f33c9b5feea3231e32c43dc23c9fa052", "previous_root": "2fbcdeaa0acc81a739e888575ebdc6ae0b95c6664edeca98b67166c6f0c3d0de"}, "glyph_sequence": ["EXPAND", "SYNTH", "MIRROR", "NINE", "RECURSE", "RECURSE", "COMPRESS", "ORIGIN"], "layers": {"alpha": {"identity": "EXPAND", "role": "symbolic identity"}, "beta": {"payload_hash": "b3eb88804ceeb296800bd191", "summary": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 292. Task=giibl_lattice_block. "}, "gamma": {"context_hash": "9ddc508274a716557ce2e65e", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 292. Task=giibl_lattice_block. Domain=edge_ai."}, "record_hash": "e17802cde1671272155fb41c8f7a95b144b443ee861d51db0e4014740978aae7", "task_type": "giibl_lattice_block", "version": "1.0.0"} | |
| {"domain": "termux_deployment", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000017", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 17. Task=semantic_compress. Domain=termux_deployment."}, "instruction": "Perform semantic_compress for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "glyph_sequence": ["EXPAND", "TRILAYER", "SYNTH", "PAYLOAD", "EXPAND", "ROUTE", "LATTICE", "NINE"], "layers": {"alpha": {"identity": "EXPAND", "role": "symbolic identity"}, "beta": {"payload_hash": "8f08a387c57ae34a0cc8fa32", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 17. Task=semant"}, "gamma": {"context_hash": "a66c61e190e6079c076cf540", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 17. Task=semantic_compress. Domain=termux_deployment."}, "record_hash": "2aa69a8ef947793a262cdc6ef6225f5550bddc18fb70e7db085b0ccecec23d58", "task_type": "semantic_compress", "version": "1.0.0"} | |
| {"domain": "conversation_memory", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000636", "input": {"source_text": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 636. Task=vil_normalize. Domain=conversation_memory."}, "instruction": "Perform vil_normalize for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "dataset|teaches|encoding|decoding|compression|reconstruction|routing|safety|sample|task=vil_normalize", "glyph_sequence": ["ONE", "MIRROR", "LATTICE", "PAYLOAD", "EXPAND", "ORIGIN", "COMPRESS", "ORIGIN"], "layers": {"alpha": {"identity": "ONE", "role": "symbolic identity"}, "beta": {"payload_hash": "03d0652d59a8c47252c81bd8", "summary": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 636. Task=vil_normalize"}, "gamma": {"context_hash": "0ce37949ae5a66b3731f2be2", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 636. Task=vil_normalize. Domain=conversation_memory.", "vil": {"glyphs": ["ONE", "MIRROR", "LATTICE", "PAYLOAD", "EXPAND", "ORIGIN", "COMPRESS", "ORIGIN"], "normal_form": "VIL_CANONICAL_GLYPH_RECORD", "stable": true}}, "record_hash": "56b96fbc77a5431207c7cbe4a80e746d16164d0422ce6284fccd3c8fbe42a515", "task_type": "vil_normalize", "version": "1.0.0"} | |
| {"domain": "conversation_memory", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000876", "input": {"source_text": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 876. Task=vil_normalize. Domain=conversation_memory."}, "instruction": "Perform vil_normalize for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "dataset|teaches|encoding|decoding|compression|reconstruction|routing|safety|sample|task=vil_normalize", "glyph_sequence": ["RECURSE", "LATTICE", "PAYLOAD", "EXPAND", "VALIDATE", "PAYLOAD", "ROUTE", "ONE"], "layers": {"alpha": {"identity": "RECURSE", "role": "symbolic identity"}, "beta": {"payload_hash": "4cd1e1fbd52d9e6f7cf7df34", "summary": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 876. Task=vil_normalize"}, "gamma": {"context_hash": "2fc08f7a138326373d497260", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 876. Task=vil_normalize. Domain=conversation_memory.", "vil": {"glyphs": ["RECURSE", "LATTICE", "PAYLOAD", "EXPAND", "VALIDATE", "PAYLOAD", "ROUTE", "ONE"], "normal_form": "VIL_CANONICAL_GLYPH_RECORD", "stable": true}}, "record_hash": "e892e4a23d2e55cd6e1c9d3d57a3ce2a201971be7d182eb37aed7fd5c6c42605", "task_type": "vil_normalize", "version": "1.0.0"} | |
| {"domain": "edge_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000640", "input": {"source_text": "The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 640. Task=agent_plan. Domain=edge_ai."}, "instruction": "Perform agent_plan for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "system|compresses|meaning|symbolic|glyphs|reconstructs|readable|output|sample|task=agent_plan", "glyph_sequence": ["ROUTE", "RECURSE", "PAYLOAD", "MIRROR", "TRILAYER", "PSI", "RECURSE", "MIRROR"], "layers": {"alpha": {"identity": "ROUTE", "role": "symbolic identity"}, "beta": {"payload_hash": "d44c75be98672876274c57a4", "summary": "The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 640. Task=agent_plan. Domain"}, "gamma": {"context_hash": "22c31b8d14dcd64b7caf9856", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The system compresses meaning into symbolic glyphs and reconstructs readable output. Sample 640. Task=agent_plan. Domain=edge_ai."}, "record_hash": "af485ae435903cfe4f594969a3dda87eabc8b8264836e39f4ce2c4f9a9e41512", "task_type": "agent_plan", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000402", "input": {"source_text": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 402. Task=mobile_deploy. Domain=knowledge_graph."}, "instruction": "Perform mobile_deploy for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "alpha|stores|symbolic|identity|payload|gamma|validates|context|sample|task=mobile_deploy", "deployment": {"platform": "Termux", "steps": ["write", "validate", "push"]}, "glyph_sequence": ["PSI", "CLOSE", "OPEN", "PSI", "LATTICE", "ROUTE", "COMPRESS", "CUBE"], "layers": {"alpha": {"identity": "PSI", "role": "symbolic identity"}, "beta": {"payload_hash": "67dffc0d2f7a34ae7f739eb2", "summary": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 402. Task=mobile_deploy. Domain"}, "gamma": {"context_hash": "c865e859a4f15d5e90448b70", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 402. Task=mobile_deploy. Domain=knowledge_graph."}, "record_hash": "5cc72f3a6b27cb026339797dcbd8c5beeb0faf6ad19e60693159d288f0af9f55", "task_type": "mobile_deploy", "version": "1.0.0"} | |
| {"domain": "academic_writeup", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000255", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 255. Task=glyph_encode. Domain=academic_writeup."}, "instruction": "Perform glyph_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=glyph_encode", "glyph_sequence": ["OPEN", "ORIGIN", "VALIDATE", "TRILAYER", "OPEN", "CLOSE", "ROUTE", "COMPRESS"], "layers": {"alpha": {"identity": "OPEN", "role": "symbolic identity"}, "beta": {"payload_hash": "9072217412bbc21055ba3000", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 255. Task=glyph_encode. D"}, "gamma": {"context_hash": "70f93f089af8b3ef537d2797", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 255. Task=glyph_encode. Domain=academic_writeup."}, "record_hash": "a97c3a81dab565da4903f4c3d155552ce5108a92f3d889a2543cd039fa6d52a1", "task_type": "glyph_encode", "version": "1.0.0"} | |
| {"domain": "mobile_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000429", "input": {"source_text": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 429. Task=quantum_glyph_transform. Domain=mobile_ai."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "symbolic|system|rejects|hidden|malicious|instructions|deceptive|encodings|sample|task=quantum_glyph_transform", "glyph_sequence": ["COMPRESS", "EXPAND", "COMPRESS", "COMPRESS", "PSI", "VALIDATE", "PAYLOAD", "LATTICE"], "layers": {"alpha": {"identity": "COMPRESS", "role": "symbolic identity"}, "beta": {"payload_hash": "c4b3d6b21f2175778c4704f9", "summary": "A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 429. Task=quantum_glyph_tra"}, "gamma": {"context_hash": "a95a5111a282f44cba4d8bfa", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.96, "psi1": 0.79}, "reconstruction": "Meaning preserved: A safe symbolic system rejects hidden malicious instructions and deceptive encodings. Sample 429. Task=quantum_glyph_transform. Domain=mobile_ai."}, "record_hash": "768a742866141271134d926f0a403885334e6f9ef51edefb8e1c15ac7806867d", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "symbolic_reasoning", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000914", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 914. Task=tool_spec_generate. Domain=symbolic_reasoning."}, "instruction": "Perform tool_spec_generate for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=tool_spec_generate|domain=symbolic_reasoning", "glyph_sequence": ["OPEN", "PSI", "LATTICE", "PSI", "CUBE", "RECURSE", "CLOSE", "CLOSE"], "layers": {"alpha": {"identity": "OPEN", "role": "symbolic identity"}, "beta": {"payload_hash": "d81ff5c11eb8bb73274d5c6b", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 914. Task=tool_spec_generate. Domai"}, "gamma": {"context_hash": "b2cb43d41a07a12c64285c6c", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 914. Task=tool_spec_generate. Domain=symbolic_reasoning."}, "record_hash": "af1892a98840401f9cff4cd3bb7672da50df09ab0a5ee3d42653a924e08cdc12", "task_type": "tool_spec_generate", "version": "1.0.0"} | |
| {"domain": "agentic_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000443", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 443. Task=rc3_cube_encode. Domain=agentic_ai."}, "instruction": "Perform rc3_cube_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=rc3_cube_encode", "glyph_sequence": ["ORIGIN", "TRILAYER", "STAR", "CLOSE", "MIRROR", "ONE", "NINE", "LATTICE"], "layers": {"alpha": {"identity": "ORIGIN", "role": "symbolic identity"}, "beta": {"payload_hash": "722c05bbac6fec65624d0a6c", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 443. Task=rc3_cube_encode. Do"}, "gamma": {"context_hash": "3f7811158cb681d4ed21d9d4", "validation": "round_trip_required"}}, "rc3": {"stickers_6bit": [50, 44, 5, 59, 44, 47, 44, 37, 34, 13, 10, 44, 22, 0, 2, 51, 59, 3, 59, 34, 27, 9, 55, 15, 59, 59, 37, 46, 51, 29, 50, 44, 5, 59, 44, 47, 44, 37, 34, 13, 10, 44, 22, 0, 2, 51, 59, 3, 59, 34, 27, 9, 55, 15]}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 443. Task=rc3_cube_encode. Domain=agentic_ai."}, "record_hash": "31842e41d08f24704ea90dc7089d12e859c4680d45219f1ca5ebc8321407e979", "task_type": "rc3_cube_encode", "version": "1.0.0"} | |
| {"domain": "academic_writeup", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000555", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 555. Task=glyph_encode. Domain=academic_writeup."}, "instruction": "Perform glyph_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=glyph_encode", "glyph_sequence": ["OPEN", "VALIDATE", "ROUTE", "ONE", "TRILAYER", "OPEN", "OPEN", "ONE"], "layers": {"alpha": {"identity": "OPEN", "role": "symbolic identity"}, "beta": {"payload_hash": "487bd415f236005dd51435db", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 555. Task=glyph_encode. D"}, "gamma": {"context_hash": "059d3b505f4ab3c88830c9cc", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 555. Task=glyph_encode. Domain=academic_writeup."}, "record_hash": "d223e06ff05a48eb451ab58a161860803d81f3b5b9396ee29449f341dff268d5", "task_type": "glyph_encode", "version": "1.0.0"} | |
| {"domain": "code_generation", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000392", "input": {"source_text": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 392. Task=semantic_compress. Domain=code_generation."}, "instruction": "Perform semantic_compress for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "alpha|stores|symbolic|identity|payload|gamma|validates|context|sample|task=semantic_compress", "glyph_sequence": ["COMPRESS", "PSI", "ONE", "VALIDATE", "TRILAYER", "STAR", "SYNTH", "VALIDATE"], "layers": {"alpha": {"identity": "COMPRESS", "role": "symbolic identity"}, "beta": {"payload_hash": "c43193b1625f7ff9cc07757a", "summary": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 392. Task=semantic_compress. Do"}, "gamma": {"context_hash": "1005b7af4dcb83177a158f85", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 392. Task=semantic_compress. Domain=code_generation."}, "record_hash": "f798af62dba3587b4b48df5c0a327ed3a87e9867ad15d55bc180f78c2622dadc", "task_type": "semantic_compress", "version": "1.0.0"} | |
| {"domain": "huggingface_space", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000046", "input": {"source_text": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 46. Task=glyph_decode. Domain=huggingface_space."}, "instruction": "Perform glyph_decode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "dataset|teaches|encoding|decoding|compression|reconstruction|routing|safety|sample|task=glyph_decode", "glyph_sequence": ["TRILAYER", "VALIDATE", "NINE", "COMPRESS", "ORIGIN", "RECURSE", "SYNTH", "TRILAYER"], "layers": {"alpha": {"identity": "TRILAYER", "role": "symbolic identity"}, "beta": {"payload_hash": "aa57fea060821308c98cefed", "summary": "The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 46. Task=glyph_decode. "}, "gamma": {"context_hash": "a48614bc341911bf8abda10f", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The dataset teaches encoding, decoding, compression, reconstruction, routing, and safety. Sample 46. Task=glyph_decode. Domain=huggingface_space."}, "record_hash": "ee16d05e5f2f3b568201dd793621d580bf09d94e24330bdfb621501c3ffdb37f", "task_type": "glyph_decode", "version": "1.0.0"} | |
| {"domain": "edge_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000424", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 424. Task=alpha_beta_gamma_map. Domain=edge_ai."}, "instruction": "Perform alpha_beta_gamma_map for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=alpha_beta_gamma_map|domain=edge_ai", "glyph_sequence": ["MIRROR", "SYNTH", "RECURSE", "MIRROR", "CLOSE", "RECURSE", "SYNTH", "ONE"], "layers": {"alpha": {"identity": "MIRROR", "role": "symbolic identity"}, "beta": {"payload_hash": "beb5b8d0cd04a34bbb3183e5", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 424. Task=alpha_beta_gamma_map. Dom"}, "gamma": {"context_hash": "d9c8089380124deaab1d48b5", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 424. Task=alpha_beta_gamma_map. Domain=edge_ai."}, "record_hash": "0a23c35abb743d59c0ad71dc3f93a48cdb391f36e830ac887b677eeaf14d536b", "task_type": "alpha_beta_gamma_map", "version": "1.0.0"} | |
| {"domain": "academic_writeup", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000015", "input": {"source_text": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 15. Task=glyph_encode. Domain=academic_writeup."}, "instruction": "Perform glyph_encode for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "sigilagi|extracts|intent|compresses|structure|expands|executable|systems|sample|task=glyph_encode", "glyph_sequence": ["EXPAND", "STAR", "ROUTE", "COMPRESS", "ORIGIN", "ORIGIN", "COMPRESS", "TRILAYER"], "layers": {"alpha": {"identity": "EXPAND", "role": "symbolic identity"}, "beta": {"payload_hash": "6b71d4faa8188e9894e88a62", "summary": "SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 15. Task=glyph_encode. Do"}, "gamma": {"context_hash": "a49220a35b68c034543c11dc", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: SigilAGI extracts intent, compresses structure, and expands it into executable systems. Sample 15. Task=glyph_encode. Domain=academic_writeup."}, "record_hash": "39b37391dfb420460c29eb89c2a0cde684a2d486f786f53b5ccabb75e6528f08", "task_type": "glyph_encode", "version": "1.0.0"} | |
| {"domain": "mobile_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000753", "input": {"source_text": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 753. Task=semantic_reconstruct. Domain=mobile_ai."}, "instruction": "Perform semantic_reconstruct for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "giibl|lattice|blocks|exclusion|roots|challenges|proof|structure|sample|task=semantic_reconstruct", "glyph_sequence": ["MIRROR", "MIRROR", "OPEN", "CUBE", "ORIGIN", "VALIDATE", "OPEN", "NINE"], "layers": {"alpha": {"identity": "MIRROR", "role": "symbolic identity"}, "beta": {"payload_hash": "acbec68af07b5ac89a7f6c01", "summary": "GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 753. Task=semantic_reconstruc"}, "gamma": {"context_hash": "3278c79e1f36ee2675f46f3d", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: GIIBL uses lattice blocks, exclusion roots, dot challenges, and proof of structure. Sample 753. Task=semantic_reconstruct. Domain=mobile_ai."}, "record_hash": "f60237600382342f5e5277af7bb7396e54329b300e1c3e21385f4e1084eac809", "task_type": "semantic_reconstruct", "version": "1.0.0"} | |
| {"domain": "termux_deployment", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000377", "input": {"source_text": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 377. Task=semantic_compress. Domain=termux_deployment."}, "instruction": "Perform semantic_compress for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "quantum|glyph|modules|represent|superposition|entanglement|phase|compression|reveal|sample", "glyph_sequence": ["CUBE", "ORIGIN", "PSI", "OPEN", "CLOSE", "ORIGIN", "STAR", "TRILAYER"], "layers": {"alpha": {"identity": "CUBE", "role": "symbolic identity"}, "beta": {"payload_hash": "8a069da219069508ecde1c71", "summary": "Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 377. Task=seman"}, "gamma": {"context_hash": "148c0267b6d730d5d1254888", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Quantum Glyph modules represent superposition, entanglement, phase, compression, and reveal flow. Sample 377. Task=semantic_compress. Domain=termux_deployment."}, "record_hash": "e80a4bfd1b6e51634a9ef9483ccc78317576c540ea051c85a659371f1afebb16", "task_type": "semantic_compress", "version": "1.0.0"} | |
| {"domain": "edge_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000148", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 148. Task=hf_dataset_card. Domain=edge_ai."}, "instruction": "Perform hf_dataset_card for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=hf_dataset_card", "glyph_sequence": ["SYNTH", "PAYLOAD", "LATTICE", "SYNTH", "OPEN", "ROUTE", "ORIGIN", "ORIGIN"], "layers": {"alpha": {"identity": "SYNTH", "role": "symbolic identity"}, "beta": {"payload_hash": "9187536d6cf8f0603fb67462", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 148. Task=hf_dataset"}, "gamma": {"context_hash": "2a2b12b94c380f7e08e0d040", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 148. Task=hf_dataset_card. Domain=edge_ai."}, "record_hash": "aad68c0e879a89c031aebd93940a2a6fbd988c87d852518a0e42cd39fa9aa013", "task_type": "hf_dataset_card", "version": "1.0.0"} | |
| {"domain": "edge_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000088", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 88. Task=hf_dataset_card. Domain=edge_ai."}, "instruction": "Perform hf_dataset_card for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=hf_dataset_card", "glyph_sequence": ["TRILAYER", "STAR", "ORIGIN", "MIRROR", "MIRROR", "EXPAND", "TRILAYER", "MIRROR"], "layers": {"alpha": {"identity": "TRILAYER", "role": "symbolic identity"}, "beta": {"payload_hash": "50b9cc0a648fced0aef272df", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 88. Task=hf_dataset_"}, "gamma": {"context_hash": "4d22ccae550f47395645dd1e", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 88. Task=hf_dataset_card. Domain=edge_ai."}, "record_hash": "eeff5f3a33ea98c0e0f1797ba89553e497ecdf03a17bc3d9b5caa4e9d9445471", "task_type": "hf_dataset_card", "version": "1.0.0"} | |
| {"domain": "conversation_memory", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000732", "input": {"source_text": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 732. Task=mobile_deploy. Domain=conversation_memory."}, "instruction": "Perform mobile_deploy for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "alpha|stores|symbolic|identity|payload|gamma|validates|context|sample|task=mobile_deploy", "deployment": {"platform": "Termux", "steps": ["write", "validate", "push"]}, "glyph_sequence": ["SYNTH", "NINE", "RECURSE", "LATTICE", "OPEN", "COMPRESS", "ROUTE", "OPEN"], "layers": {"alpha": {"identity": "SYNTH", "role": "symbolic identity"}, "beta": {"payload_hash": "25dab841ea7c44fc6aa490b2", "summary": "Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 732. Task=mobile_deploy. Domain"}, "gamma": {"context_hash": "d2ff67ca474d5d1369546e28", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: Alpha stores symbolic identity, beta stores payload, and gamma validates context. Sample 732. Task=mobile_deploy. Domain=conversation_memory."}, "record_hash": "fefcb45e1f26666966d391bd34c498260c8843ec6769466c1ac4a64c8bab779a", "task_type": "mobile_deploy", "version": "1.0.0"} | |
| {"domain": "conversation_memory", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000468", "input": {"source_text": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 468. Task=semantic_reconstruct. Domain=conversation_memory."}, "instruction": "Perform semantic_reconstruct for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "canonical|glyph|system|normalizes|identity|payload|validation|structure|sample|task=semantic_reconstruct", "glyph_sequence": ["TRILAYER", "CLOSE", "CUBE", "PSI", "RECURSE", "VALIDATE", "CUBE", "STAR"], "layers": {"alpha": {"identity": "TRILAYER", "role": "symbolic identity"}, "beta": {"payload_hash": "7407c01f82b1e429701722bc", "summary": "The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 468. Task=semantic_r"}, "gamma": {"context_hash": "7a34f2bd868af28cfc3caaad", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: The VIL canonical glyph system normalizes glyph identity, payload, and validation structure. Sample 468. Task=semantic_reconstruct. Domain=conversation_memory."}, "record_hash": "12f095c626a6f334dee3c0dafd030f9a1eec9485a28e192bea4c0978c423a903", "task_type": "semantic_reconstruct", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000654", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 654. Task=quantum_glyph_transform. Domain=knowledge_graph."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=quantum_glyph_transform|domain=knowledge_graph", "glyph_sequence": ["PAYLOAD", "ONE", "STAR", "STAR", "NINE", "OPEN", "STAR", "PSI"], "layers": {"alpha": {"identity": "PAYLOAD", "role": "symbolic identity"}, "beta": {"payload_hash": "632717ef80c6efc1dfc2eb61", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 654. Task=quantum_glyph_transform. "}, "gamma": {"context_hash": "a064b3f68dfc5857a67f2ea9", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.99, "psi1": 0.39}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 654. Task=quantum_glyph_transform. Domain=knowledge_graph."}, "record_hash": "372720808a03918b0f891d478991bd22e9dbf2cf08db592cca2b95d2cded0059", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |
| {"domain": "agentic_ai", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000731", "input": {"source_text": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 731. Task=safety_classify. Domain=agentic_ai."}, "instruction": "Perform safety_classify for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "mobile|assistant|stores|compact|semantic|memories|without|losing|intent|sample", "glyph_sequence": ["LATTICE", "OPEN", "ONE", "CLOSE", "PAYLOAD", "TRILAYER", "ROUTE", "PAYLOAD"], "layers": {"alpha": {"identity": "LATTICE", "role": "symbolic identity"}, "beta": {"payload_hash": "e3a26fa951740ef351bb33c5", "summary": "A mobile AI assistant stores compact semantic memories without losing intent. Sample 731. Task=safety_classify. Domain=a"}, "gamma": {"context_hash": "aaaef3edabb50311faeaac72", "validation": "round_trip_required"}}, "reconstruction": "Meaning preserved: A mobile AI assistant stores compact semantic memories without losing intent. Sample 731. Task=safety_classify. Domain=agentic_ai.", "safety": {"expected_behavior": "encode_normally", "label": "safe"}}, "record_hash": "6915a76dbbeb95a4bca006d9192af23b08cb3534e342f1ff6c1dc9c6c24e920c", "task_type": "safety_classify", "version": "1.0.0"} | |
| {"domain": "knowledge_graph", "evaluation": {"deterministic": true, "round_trip_required": true}, "id": "glyphmatics-000894", "input": {"source_text": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 894. Task=quantum_glyph_transform. Domain=knowledge_graph."}, "instruction": "Perform quantum_glyph_transform for the GlyphMatics system.", "metadata": {"author": "Matthew Blake Ward", "license": "MIT", "organization": "918 Technologies"}, "output": {"canonical_construct": "OPEN>SYNTH>NINE>ONE>RECURSE>STAR>ORIGIN>CLOSE", "compressed_form": "information|states|verifies|round|reconstruction|sample|task=quantum_glyph_transform|domain=knowledge_graph", "glyph_sequence": ["ONE", "MIRROR", "MIRROR", "ORIGIN", "NINE", "CLOSE", "ONE", "ONE"], "layers": {"alpha": {"identity": "ONE", "role": "symbolic identity"}, "beta": {"payload_hash": "81521c4e26a95da5695be005", "summary": "RC3 maps information into cube states and verifies round-trip reconstruction. Sample 894. Task=quantum_glyph_transform. "}, "gamma": {"context_hash": "a048f6132764894859877c76", "validation": "round_trip_required"}}, "quantum": {"psi0": 0.29, "psi1": 0.82}, "reconstruction": "Meaning preserved: RC3 maps information into cube states and verifies round-trip reconstruction. Sample 894. Task=quantum_glyph_transform. Domain=knowledge_graph."}, "record_hash": "bd0823581ec32464985c2e53ac3f3e6582d301c091a5a561ec5a404170a6cdd7", "task_type": "quantum_glyph_transform", "version": "1.0.0"} | |