| {
|
| "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]."
|
| }
|
| }
|
| } |
