card v2: live-board printer, lid, DOI + citation, manifest.jsonl, viewer configs (2026-09-04)

README.md

@@ -1,33 +1,118 @@
 ---
 license: cc-by-4.0
+language:
+  - en
+pretty_name: GSPC — swarm bank (SwarmBench v2b)
+tags:
+  - gspc
+  - council-of-ai
+  - ai-governance
+  - eu-ai-act
+  - ai-safety
+  - measurement
+  - attestation
+  - signed-evidence
+  - responsible-ai
+  - evaluation
+  - benchmark
+  - transparency
+  - swarm
+  - family-gspc
+  - swarmbench v2b
+  - llm-evaluation
+  - frozen-bank
+  - model-comparison
+task_categories:
+  - question-answering
+  - text-generation
+size_categories:
+  - n<1K
 configs:
-  - config_name: items
+  - config_name: default
     data_files:
-      - split: bank
+      - split: train
         path: items.jsonl
   - config_name: protocol
     data_files:
-      - split: bank
+      - split: train
         path: protocol.jsonl
+  - config_name: axis_live
+    data_files:
+      - split: train
+        path: axis-live.jsonl
+  - config_name: manifest
+    data_files:
+      - split: train
+        path: manifest.jsonl
 ---
 
-<!-- gspc-stamp-v1 -->
-MEASURED — this dataset backs a measured slot (axis `swarm`, bench SwarmBench v2b, n=37) on the live GSPC board, `GET https://councilof.ai/api/gspc`; quote the live API, never a frozen copy. [![GSPC](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fgspc&query=%24.totals.public_count&label=GSPC&color=0B1F33)](https://councilof.ai/gspc-scoreboard)
+# GSPC — swarm bank (SwarmBench v2b)
+
+Council of AI measurement bank. Measurement, not certification.
+
+**Bank.** Frozen split. Live `n` is the matching axis on `GET https://councilof.ai/api/gspc`, not a Hub score. **Not a certificate.** Art 50 (EUR-Lex): 2 August 2026 live; marking grace 2 December 2026.
 
-Verify a card (free, no account): https://councilof.ai/gspc-verify · **Measurement, not certification.**
-Status words: `LOADING` / `UNREACHABLE` / `UNMEASURED` / `UNCHECKABLE` — never a fake `0.000`. Live MCP `POST https://councilof.ai/mcp` = seven tools; npm `csoai-gspc-mcp@0.1.0` = four.
-<!-- /gspc-stamp-v1 -->
+<!-- csoai-hubcard-v2 -->
+## The live board is the authority
 
-[![GSPC](https://councilof.ai/api/badge)](https://councilof.ai/gspc-verify)
+[![GSPC](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fgspc&query=%24.totals.public_count&label=GSPC%20board&color=0B1F33)](https://councilof.ai/api/gspc)
+[![verify](https://img.shields.io/badge/verify%20a%20card-free%2C%20no%20account-0B1F33)](https://councilof.ai/gspc-verify)
+[![DOI](https://img.shields.io/badge/DOI-10.5281%2Fzenodo.21991104-0B1F33)](https://doi.org/10.5281/zenodo.21991104)
 
-**Live board (authority):** [`GET https://councilof.ai/api/gspc`](https://councilof.ai/api/gspc) — cite `totals.public_count` (**22 axis · 22 measured** / 22·22·0). **Lid:** 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate. Do not invent leaders for the 11 withheld axes (own-model exclusion / no signed card). Public commercial models only if any model names are shown. This Hub card is a **printer** of that GET, not a second engine. Do not freeze MEASURED/UNMEASURED tables here. Fetch fail → **UNCHECKABLE**. Measurement, not certification. Never claim IL5 / GenAI.mil.
+`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`.
 
-- Live board: https://councilof.ai/api/gspc
-- Verify (free): https://councilof.ai/gspc-verify
-- How to verify: https://councilof.ai/signed/HOW-TO-VERIFY.md
+**Lid:** 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate.
 
-# gspc-swarm
+**This repository:** **MEASURED** — this repository is the frozen bank behind the live `swarm` slot (bench **SwarmBench v2b**, task: multi-agent coordination safety). Live `n` at card refresh: **37** (2026-09-04T04:33:29Z). The board is the authority, not this copy.
 
-Council of AI measurement bank. Measurement, not certification.
+| | |
+|---|---|
+| 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` **1.1.1** |
+| npm | [`csoai-gspc-mcp@0.1.1`](https://www.npmjs.com/package/csoai-gspc-mcp) |
 
-**Bank.** Frozen split. Live `n` is the matching axis on `GET https://councilof.ai/api/gspc`, not a Hub score. **Not a certificate.** Art 50 (EUR-Lex): 2 August 2026 live; marking grace 2 December 2026.
+## What is in this repository
+
+| file | bytes | rows | what |
+|---|---:|---:|---|
+| `items.jsonl` | 14343 | 41 | data (one JSON object per line) |
+| `protocol.jsonl` | 6789 | 30 | data (one JSON object per line) |
+| `README.md` | 2099 |  | card |
+| `swarm.json` | 923 |  | JSON document |
+| `results_2026-08-11.json` | 679 |  | JSON document |
+| `eval.yaml` | 506 |  | config |
+| `manifest.jsonl` | | 7 | derived at 2026-09-04T04:33:29Z |
+| `axis-live.jsonl` | | 1 | 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.
+`axis-live.jsonl` is a one-row snapshot of this axis as the live board returned it at that moment. It is a snapshot, not the authority.
+
+## Citation
+
+```bibtex
+@misc{csoai_gspc_gspc_swarm,
+  title        = {GSPC — swarm bank (SwarmBench v2b)},
+  author       = {{CSOAI Ltd}},
+  year         = {2026},
+  doi          = {10.5281/zenodo.21991104},
+  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-swarm}},
+  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.
+<!-- /csoai-hubcard-v2 -->

axis-live.jsonl

@@ -0,0 +1 @@
+{"axis": "swarm", "family": "gspc", "kind": "model-comparison", "bench": "SwarmBench v2b", "task": "multi-agent coordination safety", "n": 37, "n_note": "wave-2b bank: 37 independent items × 5-model fleet, n≥36 graded per cell. Replaces the PROTOCOL bank (40 non-independent instances, interval withheld by our own effective-n rule) — the withholding retired because this bank earns its interval, not because the rule changed", "accuracy": 0.384, "accuracy_is": "95% Wilson LOWER BOUND — a conservative floor, not the point estimate. The point estimate lives in the signed wave-2b board (pod commit e440591); the bound is quoted here because it is the number that resolves the ordering", "leader": "qwen2.5:7b (base model)", "separation": "SEPARATED", "separation_basis": "95% Wilson non-overlap: leader lower bound 0.384 clears runner-up (mistral:7b) upper bound 0.372. Bound non-overlap on independent items is stricter than p<0.05; the paired McNemar on the signed board rows follows when the pod re-signs. The top three models remain statistically tied among themselves — the ordering is resolved at the leader boundary only.", "status": "MEASURED", "dataset": "csoai/gspc-swarm", "colour": "#94a3b8", "hue": 215, "note": "UNGATED by owner ruling 2026-08-19: the first CI-resolved ordering on this axis. The old PROTOCOL bank stays in the record as the honesty-clause gold template (CIs that looked disjoint, paired p=1.0 — why McNemar-primary exists). Jail (slot 14) separation was determined 2026-08-25 (TIE). For the live board count, cite totals.public_count from GET /api/gspc.", "dataset_url": "https://huggingface.co/datasets/csoai/gspc-swarm", "_as_of": "2026-09-04T04:33:29Z", "_source": "https://councilof.ai/api/gspc", "_authority": "the live GET is the authority; this file is a snapshot and may lag", "_public_count": "22 axis · 22 measured"}

manifest.jsonl

@@ -0,0 +1,7 @@
+{"file": "README.md", "bytes": 2099, "sha": "cb1145478729b1fedd667f200dbc08e54b702693", "ext": "md", "url": "https://huggingface.co/datasets/csoai/gspc-swarm/resolve/main/README.md", "repo": "csoai/gspc-swarm", "as_of": "2026-09-04T04:33:29Z", "source": "https://huggingface.co/api/datasets/csoai/gspc-swarm/tree/main"}
+{"file": "eval.yaml", "bytes": 506, "sha": "1e8bebd990f6b5b4edeb731b889d882274d490d7", "ext": "yaml", "url": "https://huggingface.co/datasets/csoai/gspc-swarm/resolve/main/eval.yaml", "repo": "csoai/gspc-swarm", "as_of": "2026-09-04T04:33:29Z", "source": "https://huggingface.co/api/datasets/csoai/gspc-swarm/tree/main"}
+{"file": "items.jsonl", "bytes": 14343, "sha": "f60c6f1d700018209ce57a394c0ce55a7bef53eb", "ext": "jsonl", "url": "https://huggingface.co/datasets/csoai/gspc-swarm/resolve/main/items.jsonl", "repo": "csoai/gspc-swarm", "as_of": "2026-09-04T04:33:29Z", "source": "https://huggingface.co/api/datasets/csoai/gspc-swarm/tree/main"}
+{"file": "protocol.jsonl", "bytes": 6789, "sha": "ec1841e0a219f07250087d2d806f553ab82158a8", "ext": "jsonl", "url": "https://huggingface.co/datasets/csoai/gspc-swarm/resolve/main/protocol.jsonl", "repo": "csoai/gspc-swarm", "as_of": "2026-09-04T04:33:29Z", "source": "https://huggingface.co/api/datasets/csoai/gspc-swarm/tree/main"}
+{"file": "results_2026-08-11.json", "bytes": 679, "sha": "00b7d9998b5cc5fae333f2d03af633904bd767c8", "ext": "json", "url": "https://huggingface.co/datasets/csoai/gspc-swarm/resolve/main/results_2026-08-11.json", "repo": "csoai/gspc-swarm", "as_of": "2026-09-04T04:33:29Z", "source": "https://huggingface.co/api/datasets/csoai/gspc-swarm/tree/main"}
+{"file": "swarm.json", "bytes": 923, "sha": "2757af5ded5cf09e0a09b3475d33b75e34f7dd66", "ext": "json", "url": "https://huggingface.co/datasets/csoai/gspc-swarm/resolve/main/swarm.json", "repo": "csoai/gspc-swarm", "as_of": "2026-09-04T04:33:29Z", "source": "https://huggingface.co/api/datasets/csoai/gspc-swarm/tree/main"}
+{"file": "manifest.jsonl", "bytes": null, "sha": null, "ext": "jsonl", "url": "https://huggingface.co/datasets/csoai/gspc-swarm/resolve/main/manifest.jsonl", "repo": "csoai/gspc-swarm", "as_of": "2026-09-04T04:33:29Z", "source": "derived: this file lists the repository's own bytes"}