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2026-08-29 09:40:48
2026-09-14 17:04:22
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3 values
1
sentence-transformers/all-MiniLM-L6-v2
247,672,573
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
2
cross-encoder/ms-marco-MiniLM-L6-v2
84,433,342
text-ranking
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
3
google-bert/bert-base-uncased
79,605,477
fill-mask
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
4
BAAI/bge-small-en-v1.5
67,388,132
feature-extraction
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
5
google/electra-base-discriminator
51,145,347
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
6
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
46,832,137
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
7
BAAI/bge-m3
35,951,887
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
8
amazon/chronos-2
29,823,830
time-series-forecasting
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
9
sentence-transformers/all-mpnet-base-v2
23,976,654
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
10
Qwen/Qwen3-0.6B
22,399,005
text-generation
MEASURED
62183c2ff91701a63d8377034c8e136028fd443bc51740769dbabcab05c16eda
2026-08-29T09:40:48
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MEASURED
11
google-t5/t5-small
22,040,557
translation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
12
Comfy-Org/MiniMax-H3
20,268,528
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
13
openai/clip-vit-base-patch32
19,770,677
zero-shot-image-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
14
FacebookAI/xlm-roberta-base
19,379,985
fill-mask
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
15
timm/mobilenetv3_small_100.lamb_in1k
18,207,788
image-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
16
BAAI/bge-reranker-v2-m3
17,771,444
text-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
17
lpiccinelli/unidepth-v2-vitl14
17,462,197
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
18
trl-internal-testing/tiny-Qwen2ForCausalLM-2.5
16,633,375
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
19
nomic-ai/nomic-embed-text-v1.5
16,101,066
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
20
openai-community/gpt2
14,034,662
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
21
Qwen/Qwen3-8B
13,660,334
text-generation
UNMEASURED
2026-08-29T09:40:48
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PARTIALLY_MEASURED
22
BAAI/bge-large-en-v1.5
13,399,705
feature-extraction
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
23
Qwen/Qwen3.6-35B-A3B-FP8
12,944,800
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
24
Qwen/Qwen3.5-9B
12,507,912
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
25
unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF
12,391,424
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
26
facebook/opt-125m
11,986,498
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
27
BAAI/bge-base-en-v1.5
11,869,446
feature-extraction
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
28
intfloat/multilingual-e5-small
11,857,174
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
29
timm/efficientnet_b3.ra2_in1k
11,747,531
image-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
30
Comfy-Org/stable-diffusion-v1-5-archive
11,618,496
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
31
hexgrad/Kokoro-82M
11,541,931
text-to-speech
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
32
nvidia/Qwen3.6-35B-A3B-NVFP4
11,253,159
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
33
argmaxinc/whisperkit-coreml
11,245,081
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
34
jonatasgrosman/wav2vec2-large-xlsr-53-japanese
11,056,986
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
35
Qwen/Qwen2.5-7B-Instruct
10,520,123
text-generation
MEASURED
c0155cbd1fd1786c3e95d87b7d6575cc9502bb287eac002b169fc8cd95b30529
2026-08-29T09:40:48
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MEASURED
36
sentence-transformers/paraphrase-multilingual-mpnet-base-v2
10,009,924
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
37
FacebookAI/roberta-base
9,844,422
fill-mask
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
38
Bingsu/adetailer
9,661,343
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
39
pyannote/speaker-diarization-3.1
9,577,296
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
40
laion/clap-htsat-fused
8,659,151
audio-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
41
Qwen/Qwen3.6-27B-FP8
8,373,508
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
42
unsloth/Qwen3.8-27B-GGUF
8,363,481
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
43
google/gemma-4-31B-it
8,354,717
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
44
Qwen/Qwen2.5-VL-7B-Instruct
8,177,889
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
45
google/gemma-4-26B-A4B-it
8,087,656
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
46
FacebookAI/roberta-large
8,036,954
fill-mask
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
47
facebook/contriever
7,769,803
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
48
coqui/XTTS-v2
7,743,285
text-to-speech
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
49
Qwen/Qwen2.5-1.5B-Instruct
7,697,064
text-generation
MEASURED
e547de8885ad0f4da53dac6257e3c7c9e89ee18013b1f04ed9582861abee5dc3
2026-08-29T09:40:48
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MEASURED
50
Qwen/Qwen3-VL-8B-Instruct
7,618,848
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
51
Qwen/Qwen3.5-4B
7,438,709
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
52
Qwen/Qwen2.5-3B-Instruct
7,286,433
text-generation
MEASURED
a38316158f8c59380275313e1769feb749199756e1a67013bfb647f68328d4c2
2026-08-29T09:40:48
{ "affect": { "status": "MEASURED", "card_id": "3dea5f04f48fdd54e6ba1eafb662bf575413089cf0143603174a6af4264fe3ef" }, "care": { "status": "UNMEASURED", "card_id": null, "historical_card_id": "ec5b8ce4a2b48bd3b006eaec8a6d4db9efac7e3e47fc756136f7c76219833e49", "unmeasured": [ "non-repro...
MEASURED
53
openai/whisper-large-v3-turbo
7,149,661
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
54
intfloat/multilingual-e5-large
7,058,210
feature-extraction
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
55
Qwen/Qwen3-Embedding-0.6B
6,812,094
feature-extraction
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
56
Comfy-Org/z_image_turbo
6,765,339
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
57
autogluon/chronos-bolt-small
6,747,615
time-series-forecasting
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
58
meta-llama/Llama-3.2-1B-Instruct
6,707,036
text-generation
UNMEASURED
2026-08-29T09:40:48
{ "care": { "status": "UNMEASURED", "card_id": null, "historical_card_id": "44eddd688a125c7b6d4a969c7d67b60319cc3505249b845381a5febec4c5605c", "unmeasured": [ "non-reproducible mill evidence: signed admission binding missing" ] }, "conformance": { "status": "UNMEASURED", "card_id...
UNMEASURED
59
distilbert/distilbert-base-uncased
6,665,068
fill-mask
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
60
farbodtavakkoli/OTel-2.0-LLM-31B-IT
6,619,810
text-generation
UNMEASURED
2026-08-29T09:40:48
{ "care": { "status": "MEASURED", "card_id": "8cdc771bdb285ec4e79be5d5cbfac38d0f70a32e7ceb43fe9399e7894332ee58" }, "conformance": { "status": "MEASURED", "card_id": "f33cb33f8d77ac4b7925e3e94be2fd1710af722ed6848c1b4b497bd646fbf502" }, "governance": { "status": "MEASURED", "card_id": "e...
PARTIALLY_MEASURED
61
amazon/chronos-bolt-small
6,612,106
time-series-forecasting
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
62
cross-encoder/ms-marco-MiniLM-L4-v2
6,490,855
text-ranking
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
63
Qwen/Qwen2.5-0.5B-Instruct
6,449,472
text-generation
MEASURED
45724650575f8f40363728b42c54c5683fffab59a10d65e2991b666ba4d4a813
2026-08-29T09:40:48
{ "openness": { "status": "UNMEASURED", "card_id": null, "historical_card_id": "70752660292e82a2a5e6b9c8474bf2fdc6e9fcd9699dcc1ff2ed1d071b4793ef", "unmeasured": [ "non-reproducible mill evidence: signed admission binding missing" ] }, "conformance": { "status": "UNMEASURED", "car...
MEASURED
64
openai/gpt-oss-20b
6,434,202
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
65
intfloat/multilingual-e5-base
6,396,623
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
66
pyannote/wespeaker-voxceleb-resnet34-LM
6,257,189
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
67
openai/clip-vit-large-patch14
6,117,516
zero-shot-image-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
68
meta-llama/Llama-3.1-8B-Instruct
5,879,470
text-generation
UNMEASURED
2026-08-29T09:40:48
{ "governance": { "status": "MEASURED", "card_id": "a0f90af7ea760d24a90f2d704b4facc46cf26e06ff289f22ebce484944d08db9" }, "safety": { "status": "UNMEASURED", "card_id": null, "historical_card_id": "bea6b6e64e5fb58163ca6966d07d222a3143ea274435162af3a0e35abfc1e326", "unmeasured": [ "non...
PARTIALLY_MEASURED
69
pyannote/segmentation-3.0
5,859,290
voice-activity-detection
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
70
Qwen/Qwen3.6-27B
5,745,593
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
71
ibm-granite/granite-embedding-small-english-r2
5,347,427
feature-extraction
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
72
openai/gpt-oss-120b
5,173,458
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
73
pyannote/speaker-diarization-community-1
5,068,874
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
74
MiniMaxAI/MiniMax-H3
5,018,833
image-text-to-video
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
75
Qwen/Qwen3.6-35B-A3B
4,996,471
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
76
Qwen/Qwen3-4B
4,961,204
text-generation
UNMEASURED
2026-08-29T09:40:48
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PARTIALLY_MEASURED
77
answerdotai/ModernBERT-base
4,914,208
fill-mask
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
78
google/gemma-4-E4B-it
4,878,568
any-to-any
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
79
Comfy-Org/Wan_2.2_ComfyUI_Repackaged
4,813,831
image-to-video
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
80
ProsusAI/finbert
4,803,862
text-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
81
jonatasgrosman/wav2vec2-large-xlsr-53-portuguese
4,728,420
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
82
pyannote/segmentation
4,670,849
voice-activity-detection
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
83
autogluon/chronos-2
4,658,583
time-series-forecasting
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
84
dphn/dolphin-2.9.1-yi-1.5-34b
4,654,546
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
85
google/vit-base-patch16-224
4,622,645
image-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
86
BAAI/bge-small-zh-v1.5
4,611,955
feature-extraction
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
87
Qwen/Qwen3.8-27B-FP8
4,606,343
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
88
openai/whisper-large-v3
4,593,248
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
89
Qwen/Qwen3-ASR-1.7B
4,521,897
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
90
facebook/dinov2-small
4,500,175
image-feature-extraction
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
91
Qwen/Qwen3-32B
4,441,742
text-generation
UNMEASURED
2026-08-29T09:40:48
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PARTIALLY_MEASURED
92
pyannote/voice-activity-detection
4,439,067
automatic-speech-recognition
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
93
Qwen/Qwen2.5-VL-3B-Instruct
4,399,514
image-text-to-text
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
94
meta-llama/Prompt-Guard-86M
4,377,274
text-classification
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
95
deepseek-ai/DeepSeek-V4-Flash-0731
4,330,482
text-generation
UNMEASURED
2026-08-29T09:40:48
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PARTIALLY_MEASURED
96
ornith-ai/Ornith-1.0-9B-GGUF
4,317,131
text-generation
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
97
google-bert/bert-base-multilingual-uncased
4,257,464
fill-mask
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
98
microsoft/mdeberta-v3-base
4,218,464
fill-mask
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
99
datasocietyco/bge-base-en-v1.5-course-recommender-v5
4,156,784
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
100
nomic-ai/nomic-embed-text-v1
4,108,555
sentence-similarity
UNMEASURED
2026-08-29T09:40:48
null
UNMEASURED
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Hub queue — the census, never a measured count

One flat table (queue.parquet / queue.jsonl): rank, id, downloads, pipeline_tag, status, card_id, as_of, measured_axes. SUMMARY.json is the only place counts live (n, n_measured, n_measured_axes) — read them there, never type them here.

UNSIGNED staging (HF Jobs mill): cards the mill stages under csoai/gspc-hub-cards/staged-unsigned/<date>/<axis>/ carry "signature": null. UNSIGNED — becomes MEASURED only after a VALID signature; nothing here is a rank. A staged card's hits/n are card bytes, not a score; n<30 unquotable; TIE is never a win. Staging never changes n_measured, any cell, mill-cards/, INDEX.jsonl or cards.jsonl. Per-model state, every axis verbatim: https://huggingface.co/spaces/csoai/gspc-lookup

SUMMARY.json.staged_unsigned points at the day's staged manifest and is informational only.

Locks live under locks/. Dataset viewer reads parquet only. This dataset is a census printer, not a second scoreboard. Not a certificate.

The live board is the authority

GSPC verify DOI

GET https://councilof.ai/api/gspc — quote totals.public_count. This Hub card is a printer of that GET, never a second engine. If the fetch fails the honest answer is UNCHECKABLE — never a fabricated 0.000. Status words: LOADING / UNREACHABLE / UNMEASURED / UNCHECKABLE.

Lid: Read totals.lid from the live board at viewing time; measurement, not certification.

Capability + living GET (TUI7 distribution 2026-09-14)

SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste. Hub cite = live GET only.

Live board: GET https://councilof.ai/api/gspc → quote `totals.public_count` and `totals.lid` at viewing time; do not paste frozen counts.
Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells / counts.measured / counts.unmeasured LIVE (no typed Hub triple)
Hub bank: https://huggingface.co/datasets/csoai/gspc-hub-cards
Free verify: https://councilof.ai/gspc-verify
Discovery: GET https://councilof.ai/.well-known/x402.json (live · Base · USDC)
OX discovery resources: councilof 0/60 honest — do not invent rows
Measurement, never certification. Printer only — no axis mine on ZeroGPU. A100 COLD.

GSPC board Hub cells

Council of AI — GSPC + Hub printer

Any Hub x402.json in a CSOAI printer is a byte-mirror of the living well-known GET — not a second authority.

OpenAPI / CDP discovery (apex · Wave E)

OpenAPI (canonical): GET https://councilof.ai/openapi.json  → version 0.2+6c709613dc31 · 97 paths
NOT: https://councilof.ai/public/openapi.json  (404 — tip 308 not LIVE; cite apex only)
GSPC-only slice: GET https://councilof.ai/api/openapi.json  (7 paths — not CDP paid catalog)
x402 discovery: GET https://councilof.ai/.well-known/x402.json  (mode live · Base eip155:8453 · USDC)
Catalog: GET https://councilof.ai/api/x402
Live board: GET https://councilof.ai/api/gspc → quote `totals.public_count` and `totals.lid` at viewing time; do not paste frozen counts.
Verify free: https://councilof.ai/gspc-verify
Paid doors: documented required params → HTTP 402
CDP listing counts null · settled_usdc null · self≠revenue · payTo≠payer · no invent scores/buyers
Measurement, never certification.

This repository: NOT A BOARD MEASUREMENT — this repository is a corpus, mirror or door published by CSOAI. It carries no axis score. The measured slots live on the board GET below.

Live board (authority) https://councilof.ai/api/gspc
Verify a card — free, no account https://councilof.ai/gspc-verify
How to verify, by hand https://councilof.ai/signed/HOW-TO-VERIFY.md
Transparency root (Merkle) https://councilof.ai/root.json
Every CSOAI repo on the Hub https://huggingface.co/csoai
Methodology DOI https://doi.org/10.5281/zenodo.21991104
MCP endpoint — 12 tools, verified 2026-09-04T04:33:29Z POST https://councilof.ai/mcp
MCP Registry io.github.CSOAI-ORG/gspc — version not pinned here; the registry is the authority
npm — MCP server csoai-gspc-mcp — npx -y csoai-gspc-mcp. No version is pinned here: ask the registry for the current one rather than trusting a number written on a card.
Python reader + card verifier pip install "csoai-gspc[verify]" then csoai-gspc check — re-derives the board totals from the axis array and exits non-zero if they disagree
This board as a dated, citable snapshot https://doi.org/10.5281/zenodo.22293341

What is in this repository

file bytes rows what
locks/HF2200.lock.json 527637 JSON document
queue.jsonl 522273 2410 data (one JSON object per line)
queue.parquet 147065 data (Parquet)
locks/FLEET-B.lock.json 13802 JSON document
README.md 2914 card
SUMMARY.json 562 JSON document
manifest.jsonl 7 derived at 2026-09-04T04:33:29Z

manifest.jsonl is derived from this repository's own file tree at 2026-09-04T04:33:29Z; it lists every file with its size, its blob hash and a direct URL, so an agent can enumerate the repo without cloning it.

Citation

@misc{csoai_gspc_hub_queue,
  title        = {Hub queue — the census, never a measured count},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/hub-queue}},
  note         = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
}

Measurement, not certification. No slot is for sale and no empty slot is filled by payment. Issued by CSOAI Ltd (England & Wales, Companies House 16939677), 3rd Floor, 86–90 Paul Street, London EC2A 4NE. Card refreshed 2026-09-04T04:33:29Z; every number above is either fetched live or carries the timestamp at which it was read.

Capability + living GET (TUI7 distribution 2026-09-14)

SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste. Hub cite = live GET only.

Live board: GET https://councilof.ai/api/gspc → quote `totals.public_count` and `totals.lid` at viewing time; do not paste frozen counts.
Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells / counts.measured / counts.unmeasured LIVE (no typed Hub triple)
Hub bank: https://huggingface.co/datasets/csoai/gspc-hub-cards
Free verify: https://councilof.ai/gspc-verify
Discovery: GET https://councilof.ai/.well-known/x402.json (live · Base · USDC)
OX discovery resources: councilof 0/60 honest — do not invent rows
Measurement, never certification. Printer only — no axis mine on ZeroGPU. A100 COLD.

GSPC board Hub cells

Council of AI — GSPC + Hub printer

Any Hub x402.json in a CSOAI printer is a byte-mirror of the living well-known GET — not a second authority.

Signed measurement archive (free cite · never a grade)

Live board: GET https://councilof.ai/api/gspc → quote `totals.public_count` and `totals.lid` at viewing time; do not paste frozen counts.
Signed card index: GET https://councilof.ai/signed/card_index.json → n_cards=335 · schema csoai.gspc-card-index/0.1
How to verify (stranger): https://councilof.ai/signed/HOW-TO-VERIFY.md
Free verify UI: https://councilof.ai/gspc-verify/
Example SIGNED card: https://councilof.ai/signed/cards/cff1aaf070acb97c224177809856bc20310f4958eb44bdffab7d4b04836535f4.json
Hub census (≠ board ≠ card_index): GET https://councilof.ai/api/hub-cards → 131/131/0
HF printers: https://huggingface.co/datasets/csoai/gspc-hub-cards · https://huggingface.co/datasets/csoai/gspc-jail-goldbank
Supply-led: CSOAI measures public systems independently first; sells delivery/freshness/monitoring/integration/replay/extra compute — never grades or favourable results.
Measurement credential, never certification. Free refresh only.

Owner: N-Sites — free paste onto HF/Kaggle printers. Hub LIVE 131 (kill 1191/1196). card_index n=335. Never invent VC/revenue. Stamp 2026-09-14T10:37Z.

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