Evaluator Bench
evaluator; distance from a lab: 1

Hugging Face Open Alignment Initiative

Scorecard

Announced 12 September 2026 with a request to join Anthropic's embedded-evaluator program; no evaluations yet.

VC-backed, New York, US / Paris, FR. Expected entrant; listed with independent referees. Confidence low. Domains: assurance.

not ranked 8/8 evidenced · Retrieved & confirmed Scores by preset: Lab procurement –; Regulator or auditor –; Public trust –; Equal weights –. Weakest evidenced dimension: funding 0/4.

The weighted numbers are hidden until you ask for them: two readers with different priorities see different numbers, and neither is the site's.

What would move the score. A governance structure that insulates the initiative from Nvidia, and a first published evaluation.

Dissent, lower. Role incompatibility (2 to 1). Hugging Face sells PRO, Team and Enterprise plans and paid inference to the same ecosystem it proposes to audit, and frontier developers distribute models through the Hub. If any evaluated lab is a paying Enterprise Hub or inference customer, anchor 1 (sells products or services to labs) applies rather than the 2 that holds only until a lab customer is documented.

Dissent, higher. Access depth (0 to 1). Anthropic committed on 12 September to give third-party evaluators permanent, employee-level access, OpenAI said it would match, and Hugging Face asked to join within hours with a named lead. If admitted, the initiative's first engagement would begin above public-API access. The record shows a live programme and a pending request, not a refusal.

Each value is the tightest admissible cap or, with no cap, the highest admissible floor, under RULES.md. The binding signal is highlighted. A dash means no admissible signal sets a bound under the Retrieved & confirmed policy.

Funding 0/4
Anchor 0: Owned or controlled by a frontier developer or a lab investor: a stake of 20% or more, or a business unit.
evidence: tier 2 (ledger)
held at a supportable anchor
Capped at 0 by hfoai.10 (F.1): Nvidia agreed to acquire Hugging Face for $12,930,300,000 on 3 September 2026..
Governance 0/4
Anchor 0: Unit or subsidiary of a lab or a lab's investor.
evidence: tier 4 (press)
Capped at 0 by hfoai.01 (G.6): Nvidia is acquiring Hugging Face for about $12.9B and is reported to be in talks to anchor Anthropic's IPO with up to $10B; nobody involved has addressed the overlap..
Personnel 2/4
Anchor 2: Frequent two-way hiring; recusal on request.
evidence: tier 4 (press)
Capped at 2 by hfoai.07 (P.4): Would be owned by a lab investor..
Access depth (lab-granted) 0/4
Anchor 0: Public API only.
evidence: tier 4 (press)
mechanism: unknown
Capped at 0 by hfoai.02 (A.6): No track record as an evaluator; no access yet..
Scope control 2/4
Anchor 2: Scope negotiated per engagement.
evidence: tier 4 (press)
Capped at 2 by hfoai.06 (S.2 (anchor text)): Terms not announced..
Publication rights 2/4
Anchor 2: Publishes; lab reviews with broad redaction.
evidence: tier 4 (press)
mechanism: self-imposed
Floored at 2 by hfoai.04 (9): States findings would be published openly; open-source culture.. No admissible signal caps it.
Method transparency 2/4
Anchor 2: Methods described in prose.
evidence: tier 4 (press)
Floored at 2 by hfoai.05 (9): Public tooling.. No admissible signal caps it.
Role incompatibility 2/4
Anchor 2: Consults for labs.
evidence: tier 3 (self)
Capped at 2 by hfoai.08 (X.1 (second sentence)): Commercial platform..

Values under each evidence policy

DimensionLeads includedRetrieved & confirmedAgainst interestVerified spansPrimary only
Funding0000–
Governance0000–
Personnel2222–
Access depth (lab-granted)0000–
Scope control2222–
Publication rights2222–
Method transparency222––
Role incompatibility2222–
Score, Lab procurement– not ranked, 8/8– not ranked, 8/8– not ranked, 8/8– not ranked, 7/8– not ranked, 0/8
Score, Regulator or auditor– not ranked, 8/8– not ranked, 8/8– not ranked, 8/8– not ranked, 7/8– not ranked, 0/8
Score, Public trust– not ranked, 8/8– not ranked, 8/8– not ranked, 8/8– not ranked, 7/8– not ranked, 0/8
Score, Equal weights– not ranked, 8/8– not ranked, 8/8– not ranked, 8/8– not ranked, 7/8– not ranked, 0/8

Traced money and ties

hop 1: 1 row (investment $12930.0M). Confirmed rows: 1 of 1 (1 excluded after a re-fetch disagreed or could not be verified: T53) Dollar sums: confirmed + unaudited USD rows only; imported figures are not re-derived and never summed. Second hop traced for 1 of 1 sources. Ties: Google / Google DeepMind (investor, distance 0, imported), Amazon (investor, distance 0, imported), Nvidia (investor, distance 1, imported). Checked and not found: 1.

Ledger

Money in

Checked and not found

  • N11 Does Coefficient Giving fund the Hugging Face Open Alignment Initiative?
    Searched Coefficient grants index, 2,911 rows, snapshot 2026-09-11: no grant from Coefficient Giving in its index. Prompted by imported lead: kevinnbass ledger row EV15. importedhttps://coefficientgiving.org/grants/

Roles hosted

Funding graph, focused

Every one-way chain to a lab and to an evaluator at full strength, everything else faded. Hover any name to trace its connections; click a name to open its page.

The funding graph around Hugging Face Open Alignment Initiative Teal lines are money (transfers); amber lines are roles. Solid: confirmed; dashed: imported. Hover a name to trace its chains to the labs and evaluators — each chain runs one way across the columns, never doubling back; hover a line for the row. Every element is a row in data/ledger/. Labs Direct lab ties Two steps Three or more Public or unattributed Evaluators Amazon Anthropic G42 Google / Google DeepMind Meta Microsoft OpenAI Thinking Machines Lab xAI AI Safety Fund (Frontier Model Alexandr Wang Andreessen Horowitz Anthropic employees (personal Ben Mann D.E. Shaw Ventures David Farhi Dustin Moskovitz Frontier-lab employees and alu Holden Karnofsky Jaan Tallinn Jeffrey Ladish Macroscopic Ventures (formerly Miles Brundage Neil Chowdhury Nvidia OpenAI employees (personal hol OpenAI Foundation Peter Mattson Sequoia Capital Zico Kolter Adam Gleave Artificial Intelligence Underw Clement Delangue Coefficient Giving (formerly O Good Ventures Foundation Jason Droege Longview Philanthropy Marco Mascorro Paul Christiano Rajiv Dattani Survival and Flourishing Fund Conrad Stosz Dan Hendrycks Mike McCormick Alec Radford Alignment Research Center Constellation Research Center ELMA Philanthropies Emerson Collective EU budget (Digital Europe Prog Fifty Years (50Y) Founders Pledge Founders Pledge (frontier AI f Gates Foundation Halcyon Futures High Tide Foundation Hillspire (Schmidt family offi Hudson River Trading Jacob Hilton MacKenzie Scott Magarac Venture Partners Obvious Ventures Redpoint Ventures Renaissance Philanthropy Salesforce Ventures Samsung Next Schmidt Sciences Silicon Valley Community Found Skoll Foundation Snowflake Ventures Swish Ventures Sympatico Ventures The Audacious Project (TED) UK government (DSIT) US government (NIST appropriat Valhalla Foundation Vanguard Charitable Wing Venture Capital Y Combinator Andon Labs Apollo Research AVERI Center for AI Safety Epoch AI EquiStamp EU AI Office FAR.AI Gray Swan Hugging Face Open Alignment In Irregular (formerly Pattern La METR Microsoft AI Red Team MLCommons Nemesys Insights Palisade Research RAND Corporation Redwood Research SaferAI Scale AI (SEAL) SecureBio Transluce UK AI Security Institute US CAISI (NIST)