Evaluator Bench
evaluator; distance from a lab: 2

Apollo Research

Scorecard

Scheming and deception specialist; ran evaluations for every major lab; converted to a public benefit corporation in January 2026.

Public benefit corp, London, UK / San Francisco, US. Confidence high. Domains: scheming, autonomy, assurance. Scores by preset: Lab procurement 67; Regulator or auditor 69; Public trust 64; Equal weights 66. Weakest dimension: funding 2/4.

What would move the score. Disclose revenue concentration by client and separate the product business from the evaluation practice.

Funding 2/4
Labs pay per engagement; otherwise diversified.
evidence: tier 1 (filing/index)
Anchor 2 on funding given the cited signals.
Governance 2/4
For-profit or PBC with a published COI policy.
evidence: tier 3 (self)
Anchor 2: for-profit PBC with a published COI policy and designated mission seats; investors include a lab investor. Previously mis-scored at 3 as if nonprofit.
Personnel 3/4
Recusal policy and disclosure of lab ties.
evidence: tier 3 (self)
Anchor 3 on personnel given the cited signals.
Access depth (lab-granted) 3/4
Helpful-only or weights-level access, chain of thought, logs, on-site.
evidence: tier 3 (self)
Anchor 3 on access given the cited signals.
Scope control 3/4
Evaluator sets scope and can add questions.
evidence: tier 3 (self)
Anchor 3 on scope given the cited signals.
Publication rights 3/4
Publishes; redaction limited to security; redactions disclosed.
evidence: tier 3 (self)
Anchor 3 on publication given the cited signals.
Method transparency 3/4
Tasks or code partly open.
evidence: tier 3 (self)
Anchor 3 on methods given the cited signals.
Role incompatibility 2/4
Consults for labs.
evidence: tier 3 (self)
Anchor 2 on products given the cited signals.

Traced money and ties

hop 1: 1 row; unattributed: 1 row. Confirmed rows: 2 of 2 (2 quarantined: T08, T33). Dollar sums: confirmed + unaudited USD rows only; imported figures are not re-derived and never summed. Second hop traced for 1 of 2 sources: untraced Fifty Years (50Y). Ties: Macroscopic Ventures (formerly Center for Emerging Risk Research) (investor, distance 1, confirmed). Bounded negatives on file: 0.

Ledger

Money in

Funding graph, focused

Neighbours at full strength, everything else faded. Hover any name to move the focus; click a name to open its page.

The funding graph around Apollo Research Teal lines are money (transfers); amber lines are roles. Solid: confirmed; dashed: imported. Hover a name to isolate it and its neighbours; 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 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)