HTML 77.2%
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Sat, Sep 12, 2026 1
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Connectors + registry on the canonical ontology (Stream B): artifacts, effort variants as configurations, benchmark families, identity helper
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Hugging Face: repositories are models or artifacts (quantization / conversion / packaging) with `canonical` → base model (base_model tag or analysed name, family org), `family` hints, canonical licence (+license_raw), `access: gated|open` instead of openness=restricted, weights_available + derived openness, modalities from pipeline tags, parameter_count kept on artifacts only; converters `publish`, never `develop`. Leaderboards: Artificial Analysis / LiveBench / aider / SWE-bench fold effort variants ("(xhigh)", "-thinking-64k-high-effort", non-reasoning) into the base model with the setting in config; LiveBench categories become `livebench-<category>` benchmarks; aider well-formed rate → `aider-polyglot-well-formed`; AA GPQA → gpqa-diamond, τ² → Telecom; trust_level / variant / run_group on every result; bookkeeping out of config; free-text tags are aliases, identifiers only for trusted pinned vendor ids. New shared `connectors/_identity.py` (provider prefixes, first-party patterns, effort stripping with size-tier guard, family hints). Registry: benchmarks gain family / variant / version / family_head / canonical metric / bounds / higher_is_better / harness / comparability_note + 14 entries (gpqa-diamond, aime-2024, swe-bench-pro, arc-agi-2, terminal-bench-2, mmteb, livebench ×7, aider-polyglot-well-formed); seed writes them and `variant_of` relations, org_kind from `kind`. Organisations: kind + country fields, upstage / stepfun / kwaipilot / kuaishou / thinking-machines / lg-ai-research / xiaomi / inclusionai entries with hub aliases. Repositories: canonical kinds, agents (agent_kind) and tools get their own entity types. OpenRouter: prices booked on the OpenRouter provider only (features.upstream_provider), `created` → openrouter_listed_at (no release_date), canonical modalities, identity helper. Provider pricing: fireworks_model_id (+ legacy scheme), org from the id, family hints. Labs: no hard-coded Anthropic modalities/tool constants (table-driven), Google pdf → document + google_model_id, canonical licence/status/ capabilities/api_aliases helpers in labs/_common.py, family_model hints everywhere. arXiv/OpenReview: researchers only with an identifier (ORCID / OpenReview profile). GitHub/PyPI: canonical kind (+kind_raw), licence keys. docs/CONNECTORS.md rewritten on the canonical vocabulary. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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Fri, Sep 11, 2026 1
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Connectors: 11 official labs + Hugging Face, arXiv, OpenReview, GitHub, PyPI, OpenRouter, provider pricing, leaderboards, hardware specs; SDK fixes (tree-preserving text extraction, entity unescape, resolver identifier guard)
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Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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