GSPC Evidence Ecosystem
Collection
GSPC public artifacts: board banks, CC0 pulse timeseries, axis daily signals, evidence-index mirror. Verify at councilof.ai/gspc-verify. • 13 items • Updated
board unknown | capsules dict | cards unknown | hf unknown | kev unknown | root unknown | ts timestamp[s]date 2026-11-03 05:37:18 2026-11-13 02:12:19 | swan unknown | anchors unknown | did dict | domains dict | meta dict | interop dict | writer stringclasses 3
values | evidence dict | mcp dict | x402 dict | doors dict | gpai dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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"top_new_30d": "ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GS... | {
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"released": "2026-11-03T20:00:24.8741Z",
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"CVE-202... | {
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"card_count": 428
} | 2026-11-04T12:06:24 | null | {
"ots_state": "PENDING_CALENDAR_COMMITMENT",
"rekor_state": "INCLUDED (inclusion proof verifies)",
"xrpl_state": "PREPARED_NOT_SUBMITTED"
} | null | null | null | null | gspc-live-zcode | {
"corpus_as_of": "2026-11-01T15:09:42",
"dora_relevant": 529,
"signed_cards_total": 6016
} | {
"answered": 210,
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"auth_challenged": 253,
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} | {
"as_of": "2026-11-03T23:37:58",
"challenge_402": 100,
"financial_ok": 15,
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"total": 100
} | null | null |
{
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} | {
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} | {
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"top_trending": "moonshotai/Kimi-K3.1-Pro",
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} | {
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} | 2026-11-07T09:00:28 | {
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},
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... | {
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} | {
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"industrial-domains.com": "ERR",
"industrial-hire-ai.com": "ERR",
"koikeeper.ai": "200",
"loopfa... | {
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"runner": "manual-reproduction"
} | {
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"partial": true,
"registry_rows_seen": 8902,
"unique_hosts": 2459
},
"x402_trust": {
"as_of": "2026-11... | null | null | null | null | null | null |
{
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"separated": 0,
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"ties": 7,
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} | {
"as_of": "2026-11-01T08:30:40",
"total": 11529
} | {
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} | {
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"fetched": "2026-11-04T03:00Z",
"fetched_trending": "2026-11-07T12:06:40Z",
"method": "trending + new-with-traction (30d cohort) — no downloads leaderboard ever",
"new_30d_downloads": 2528205,
"top_downloads": 180607757,
"top_id": "sentence-transformers/all-MiniLM-L6-v2",
"top_new_... | {
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"epss_model": "v2026.06.15",
"epss_score_date": "2026-11-03T12:00:27Z",
"released": "2026-11-06T19:44:45.1797Z",
"top20": [
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"CVE-2024-27834",
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"CVE-2026-111357",
"CVE-2026-97229",
"CVE-2026-76418",
"CVE-202... | {
"as_of": "2026-11-01T15:09:42Z",
"card_count": 428
} | 2026-11-07T12:06:40 | null | {
"ots_state": "PENDING_CALENDAR_COMMITMENT",
"rekor_state": "INCLUDED (inclusion proof verifies)",
"xrpl_state": "PREPARED_NOT_SUBMITTED"
} | null | null | null | null | gspc-live-zcode | {
"corpus_as_of": "2026-11-01T15:09:42",
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} | {
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} | {
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"financial_ok": 15,
"financial_probed": 16,
"financial_unreachable": 1,
"total": 100
} | null | null |
{
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"slots": 34,
"ties": 7,
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} | {
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} | {
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"head": "66856aca4a1f9390f0f51d89b8b96d984ab902852ed77b0254730758260ad1da",
"store": 336
} | {
"fetched": "2026-11-08T03:10:20Z",
"fetched_trending": "2026-11-08T06:06:32Z",
"method": "trending + new-with-traction (30d cohort) — no downloads leaderboard ever",
"new_30d_downloads": 2528205,
"top_downloads": 180607757,
"top_id": "sentence-transformers/all-MiniLM-L6-v2",
"top_new_30d": "ISTA-DASLab/... | {
"count": 1769,
"released": "2026-11-06T19:44:45.1797Z",
"top20": [
"CVE-2026-19868",
"CVE-2024-27834",
"CVE-2026-119977",
"CVE-2026-118527",
"CVE-2026-111357",
"CVE-2026-97229",
"CVE-2026-76418",
"CVE-2026-41709",
"CVE-2026-46300",
"CVE-2026-48356",
"CVE-2026-111497",... | {
"as_of": "2026-11-07T20:54:37Z",
"card_count": 442
} | 2026-11-08T06:06:32 | null | {
"ots_state": "PENDING_CALENDAR_COMMITMENT",
"rekor_state": "INCLUDED (inclusion proof verifies)",
"xrpl_state": "PREPARED_NOT_SUBMITTED"
} | null | null | null | null | gspc-live-zcode | {
"corpus_as_of": "2026-11-01T15:09:42",
"dora_relevant": 529,
"signed_cards_total": 6016
} | {
"answered": 1040,
"as_of": "2026-11-04T04:34:49",
"auth_challenged": 1263,
"enumerated": 2459,
"partial": true,
"tools_total": 8665,
"unreachable": 100
} | {
"as_of": "2026-11-07T22:12:16",
"challenge_402": 97,
"financial_ok": 15,
"financial_probed": 16,
"financial_unreachable": 1,
"total": 100
} | {
"generated_at": "2026-09-14T10:50:00",
"next_door_date": "2026-12-01T00:00:00",
"next_door_regulator": "BIS Committee on Payments and Market Infrastructures (with IOSCO)",
"open_doors": 23
} | {
"as_of": "2026-10-26T03:37:48.681Z",
"partial": 11,
"provisions": 126,
"unmeasured": 114,
"wired": 1
} |
{
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"slots": 34,
"ties": 7,
"unmeasured": 0,
"untested": 7
} | {
"as_of": "2026-11-01T08:30:40",
"total": 11529
} | {
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"head": "66856aca4a1f9390f0f51d89b8b96d984ab902852ed77b0254730758260ad1da",
"store": 335
} | {
"top_downloads": 178968052,
"top_id": "sentence-transformers/all-MiniLM-L6-v2",
"top_trending": "speridlabs/idol",
"trend_score": 795
} | {
"count": 1769,
"perimeter_recent": [
"CVE-2026-19868",
"CVE-2026-118527",
"CVE-2026-111357",
"CVE-2026-76418",
"CVE-2025-61624",
"CVE-2026-76519",
"CVE-2026-104935",
"CVE-2026-88779",
"CVE-2026-104286",
"CVE-2026-88772"
],
"released": "2026-11-06T19:44:45.1797Z",
"rw_... | {
"as_of": "2026-11-07T20:54:37Z",
"card_count": 442,
"merkle_root": "bc2b1b4e6ecda0b25608fcfea1bdf3208d5161c12a7bd15a7e77615f27b78776"
} | 2026-11-09T01:54:33 | null | null | {
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"did:web:csoai.org#board-attestation-1",
"did:web:csoai.org#card-attestation-1",
"did:web:csoai.org#card-attestation-2",
"did:web:csoai.org#estate-chain-1",
"did:web:csoai.org#gspc-board-22axis-2026",
"did:web:csoai.org#route-attestation-1",
"did:web:csoai.org#site-release-1... | {
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"industrial-domains.com": "ERR",
"industrial-hire-ai.com": "ERR",
"koikeeper.ai": "200",
"loopfa... | {
"kind": "public-surface-reproduction",
"runner": "m4-node"
} | null | null | null | null | null | null | null |
{
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"slots": 34,
"ties": 7,
"totals_keys": [
"axes",
"by_family",
"comparison_axes",
"count_grammar",
"externally_led_axes",
"fact_runs",
"financial_run_attestations",
"items",
"items_note",
"license",
"license_note",
"lid",
... | {
"as_of": "2026-11-01T08:30:40",
"total": 11529
} | {
"declared": 335,
"head": "66856aca4a1f9390f0f51d89b8b96d984ab902852ed77b0254730758260ad1da",
"store": 335,
"store_source": "api_state.card_chain.bodies_verified_valid"
} | {
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"method": "trending + new-with-traction (30d cohort) — no downloads leaderboard ever",
"new_30d_downloads": 3635772,
"top_new_30d": "ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF",
"top_trending": "xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic",
"trend_score":... | {
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"CVE-2026-124194",
"CVE-2026-111793",
"CVE-2026-20320",
"CVE-2026-111560",
"CVE-2026-116606",
"CVE-2026-125350",
"CVE-2026-102895",
"CVE-2026-123158",
"CVE-2026-116779",
"CVE-2026-123218",
"CVE-2026-19... | {
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} | 2026-11-13T02:12:19 | {
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GSPC Live Pulse — public measurement evidence
An append-only series of public-surface observations from the Council of AI's GSPC lane. It is measurement, not endorsement, certification or a safety verdict. Missing source data is not silently converted to zero.
Dataset Viewer
pulse-jsonl— nested, per-pulse observations with source timestamps, runner identity and ecosystem evidence.pulse-timeseries— flat numeric/string counters suitable for pandas, R, spreadsheets and time-series analysis.
Both configurations are explicit so the Hub viewer can build rows rather than
showing an empty dataset. pulse.jsonl and timeseries.csv must have the same
number of observations; feed.json and latest.json bind to the same final row.
Provenance and verification
pulse-freeze-manifest.json, pulse-leaves.json and
pulse-freeze-manifest.sig commit to exactly the first n_rows records in
pulse.jsonl. Those rows form the Ed25519-signed prefix. The hourly public
GitHub Actions watcher has no private signing key; later observations may be
appended as an unsigned tail. The tail is not covered by the signature and
must not be described as verified. DIGEST.md and mirror-receipt.json state
the current signed-prefix and unsigned-tail counts.
Verify the signed prefix using the source repository's pulse_freeze.py:
python3 -m pip install cryptography
python3 pulse_freeze.py verify
python3 pulse_freeze.py prove --ts 2026-11-07T12:06:40Z
verify reports any unsigned tail. verify --require-full exits non-zero
unless every row is signed. prove --ts accepts only timestamps in the signed
prefix. A successful prefix verification does not authenticate later rows.
The manifest is signature-frozen, not ledger-frozen; OTS/Rekor/XRPL anchoring
remains owner-gated.
Sources and method
The pulse samples the public GSPC board, measurement-capsule index, public root, signed-card index, Hugging Face model ecosystem, CISA KEV, and public MCP/x402 surfaces. Each observation carries its own source timestamps and runner. The public watcher is independent HTTP reproduction, not an authoritative GSPC measurement or a model inference run.
- Source code and public history: https://github.com/CSOAI-ORG/gspc-pulse
- Automated mirror publisher:
CSOAI-ORG/councilof-aiworkflowgspc-pulse-hf-mirror.yml(hourly, idempotent, using the Council repository's existing HF credential; no token is stored in this source repository) - GSPC verification: https://councilof.ai/gspc-verify
- Live board: https://councilof.ai/api/gspc
- Measurement capsules: https://councilof.ai/measurement-capsules/latest.json
License: CC BY 4.0. The source lane also offers CC0-1.0 as described in
LICENSE-EVIDENCE.md; attribute the source as GSPC live pulse — CSOAI / Council
of AI (councilof.ai).
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