| { | |
| "built_utc": "2026-07-18T00:48:36.700593+00:00", | |
| "positioning": { | |
| "product_class": "FSOT interlingua communicator (symbolic + neural student slots)", | |
| "not_building": "frontier general LLM / chat assistant", | |
| "vs_cutting_edge": { | |
| "frontier_llm": { | |
| "strength": "open-domain fluency, broad world knowledge, tool use", | |
| "weakness_for_your_goal": "opaque params, weak formal guarantees, poor cross-domain physics unity", | |
| "overlap": "can share *benchmark task shapes* (retrieval, OCR CER, translation F1)" | |
| }, | |
| "classical_mt_interlingua": { | |
| "strength": "explainable pipelines, domain lexica", | |
| "your_edge": "FSOT scalar teacher + multi-domain (DNA, myth, hieroglyph, cosmos) one geometry" | |
| }, | |
| "vision_ocr_sota": { | |
| "strength": "image→text accuracy", | |
| "your_use": "U-Net/OCR as *student eyes* only; meaning remains Unikemet/FSOT gated" | |
| }, | |
| "neuro_symbolic_ai": { | |
| "closest_peer_class": true, | |
| "your_edge": "seed-derived law + Lean cross-verification + historical curriculum" | |
| } | |
| }, | |
| "benchmark_axes_we_own": [ | |
| "closed_set_lexicon_accuracy (hist/classical/glyph)", | |
| "held_out_gap_fill under FSOT gates (future)", | |
| "glyph_detection_top1 / CER (when U-Net online)", | |
| "scalar_panel_coherence / kill_criteria pass rate", | |
| "cross_domain_same_engine (gene + myth + glyph + H0)" | |
| ], | |
| "benchmark_axes_we_borrow_not_chase": [ | |
| "MMLU as primary KPI", | |
| "Chatbot Arena ELO", | |
| "next-token perplexity on Common Crawl" | |
| ] | |
| }, | |
| "lexicon_size": 28129, | |
| "benchmarks": { | |
| "scalar_health": { | |
| "ok": true, | |
| "task": "fsot_scalar_domain_health", | |
| "n_domains": 24, | |
| "domains": [ | |
| { | |
| "domain": "cosmological", | |
| "S": -0.5024559462100433, | |
| "finite": true, | |
| "observed": false, | |
| "quirk_mod": 1.0 | |
| }, | |
| { | |
| "domain": "nuclear", | |
| "S": 0.9504088389342538, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.4973642445479001 | |
| }, | |
| { | |
| "domain": "atomic", | |
| "S": 0.8123251866460616, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.3731123621450358 | |
| }, | |
| { | |
| "domain": "geological", | |
| "S": 0.7770104436534506, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.3731123621450358 | |
| }, | |
| { | |
| "domain": "quantum", | |
| "S": 0.9555063001027196, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.4973642445479001 | |
| }, | |
| { | |
| "domain": "astrophysical", | |
| "S": 0.8989138056093399, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.4973642445479001 | |
| }, | |
| { | |
| "domain": "material", | |
| "S": -0.2940472323673498, | |
| "finite": true, | |
| "observed": false, | |
| "quirk_mod": 1.0 | |
| }, | |
| { | |
| "domain": "biological", | |
| "S": 0.47768238921582773, | |
| "finite": true, | |
| "observed": false, | |
| "quirk_mod": 1.0 | |
| }, | |
| { | |
| "domain": "genomic", | |
| "S": 0.47768238921582773, | |
| "finite": true, | |
| "observed": false, | |
| "quirk_mod": 1.0 | |
| }, | |
| { | |
| "domain": "neural", | |
| "S": 0.42176655698906185, | |
| "finite": true, | |
| "observed": false, | |
| "quirk_mod": 1.0 | |
| }, | |
| { | |
| "domain": "metabolic", | |
| "S": 0.4614225856362781, | |
| "finite": true, | |
| "observed": false, | |
| "quirk_mod": 1.0 | |
| }, | |
| { | |
| "domain": "ecological", | |
| "S": 0.5109185411321919, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.1147032840094916 | |
| }, | |
| { | |
| "domain": "paleontological", | |
| "S": 0.4560569138445697, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.048976863514238834 | |
| }, | |
| { | |
| "domain": "mythological", | |
| "S": 0.6325783360136283, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.2451324643541674 | |
| }, | |
| { | |
| "domain": "administrative", | |
| "S": 0.339197317265763, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": 0.1482786520923667 | |
| }, | |
| { | |
| "domain": "paranormal", | |
| "S": 0.6427341242965491, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -1.0212350279383988 | |
| }, | |
| { | |
| "domain": "linguistic", | |
| "S": 0.6513247618848969, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.2451324643541674 | |
| }, | |
| { | |
| "domain": "fluid_tongue", | |
| "S": 0.8791285168040015, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.4973642445479001 | |
| }, | |
| { | |
| "domain": "historical", | |
| "S": 0.6325783360136283, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.2451324643541674 | |
| }, | |
| { | |
| "domain": "english", | |
| "S": 0.6513247618848969, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.2451324643541674 | |
| }, | |
| { | |
| "domain": "hieroglyphic", | |
| "S": 0.7770104436534506, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.3731123621450358 | |
| }, | |
| { | |
| "domain": "egyptian", | |
| "S": 0.7770104436534506, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.3731123621450358 | |
| }, | |
| { | |
| "domain": "visual_script", | |
| "S": 0.8989138056093399, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.4973642445479001 | |
| }, | |
| { | |
| "domain": "rock_art", | |
| "S": 1.0313327939958346, | |
| "finite": true, | |
| "observed": true, | |
| "quirk_mod": -0.7297676818351424 | |
| } | |
| ] | |
| }, | |
| "hieroglyph": { | |
| "ok": true, | |
| "n": 10, | |
| "map_accuracy": 1.0, | |
| "details": [ | |
| { | |
| "code": "A1", | |
| "ok": true, | |
| "meaning": [ | |
| "classifier_human_being" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "D21", | |
| "ok": true, | |
| "meaning": [ | |
| "phonemogram_reading_r" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "G17", | |
| "ok": true, | |
| "meaning": [ | |
| "phonemogram_reading_m" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "N5", | |
| "ok": true, | |
| "meaning": [ | |
| "logogram_the_sun_re_reading_rꜥ" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "S34", | |
| "ok": true, | |
| "meaning": [ | |
| "logogram_life_reading_ꜥnḫ" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "D4", | |
| "ok": true, | |
| "meaning": [ | |
| "phonemogram_reading_ꞽr" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "G5", | |
| "ok": true, | |
| "meaning": [ | |
| "logogram_horus_reading_ḥr" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "I9", | |
| "ok": true, | |
| "meaning": [ | |
| "phonemogram_reading_f" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "N35", | |
| "ok": true, | |
| "meaning": [ | |
| "phonemogram_reading_n" | |
| ], | |
| "S": 0.7770104436534506 | |
| }, | |
| { | |
| "code": "X1", | |
| "ok": true, | |
| "meaning": [ | |
| "phonemogram_reading_t" | |
| ], | |
| "S": 0.7770104436534506 | |
| } | |
| ], | |
| "task": "hieroglyph_unikemet_closed_set" | |
| }, | |
| "classical": { | |
| "ok": true, | |
| "n": 100, | |
| "exactish_accuracy": 1.0, | |
| "task": "classical_grc_la_closed_set" | |
| }, | |
| "vision_contract": { | |
| "ok": true, | |
| "task": "vision_stub_labels_to_meaning", | |
| "map_rate": 1.0, | |
| "pipeline": [ | |
| "vision_stub.v0", | |
| "cli_gardiner", | |
| "hypotheses_to_token_string", | |
| "pflt_fsot_translate" | |
| ], | |
| "translation": "flowing_classifier_human_being flowing_logogram_the_sun_re_reading_rꜥ flowing_logogram_life_reading_ꜥnḫ [FSOT 2.1 fluid translation]." | |
| } | |
| } | |
| } |