Stanford CRFM
What it was engaged to test, on what terms, what it found in the document's own words, and what happened afterwards. Every line is a record; every record links to the document it was read from.
- Foundednot stated
- HQStanford
- Registry idnone cited
- TestsCybench (cyber tasks run by the US institutes and carried in Inspect Evals); HELM leaderboards (maintenance mode since 1 June 2026); the Foundation Model Transparency Index.
- Money, as the roster puts itStanford HAI; named supporters Google, McGovern Foundation, Schmidt Futures and corporate affiliates (Accenture, IBM, SAP, SCBX, Wells Fargo, Arabic.AI).
- Filesdossier · observatory, sliced to it · graph
- Labs tested
- no lab document names it
- Models
- no model named
- Span of engagements
- none dated
- Terms and findings
- 0 of 0 documents state a term · 0 quote a finding
- Money in, US dollars, stated single-recipient rows
- no stated figure 9 in · 0 outfrom Coefficient Giving · Patrick J. McGovern Foundation · Schmidt Sciences
- Seats, by side
- between 1 1 person: Percy Liang
- Afterwards
- no later event on record
Each count is the number of store records that name this evaluator. An engagement is one lab document naming it for one model; an outcome is an event on the record afterwards; the money, seats and moves are the observatory's rows filtered to it. A cell that cannot be filled says not stated, and each table ends with how many of its rows state each field.
Filters combine: any of the values ticked within a dimension, all of the dimensions at once. A table that has no column for a dimension you have set says so instead of showing rows that cannot match. The address bar carries the slice.
What it was engaged to test 0 engagements
In date order, each from the lab document that names the evaluator. Under each: the four terms that document states (access, model stage, publication, payment) and the finding in its words. A term the document is silent on reads not stated; the tags beside the terms are read off their words and are what the console filters on.
No lab document on record names this evaluator for a model.
Dated 0 of 0Model named 0 of 0Terms stated 0 of 0Finding quoted 0 of 0
The terms, as the documents state them
The same engagements as a grid, one row per document and model, so the silences line up: a document that gives an access window but no payment term, or a finding but no publication term, reads that way here.
| Document | Model | Access window | Model stage | Publication | Payment | Finding | Record |
|---|---|---|---|---|---|---|---|
| no engagement on record | |||||||
Access window 0 of 0Model stage 0 of 0Publication 0 of 0Payment 0 of 0Finding, quoted 0 of 0
What happened afterwards 0 on record
Events a party published after an engagement: an incident on a model this evaluator's engagement covered, a correction or added disclosure, a later finding that cut against an earlier one, a lab's statement that it acted or did not act on the finding, or a move from this evaluator to a lab it graded. A row the source attaches to this evaluator by name is marked named; one that reaches it through the model it tested is marked via the model. The kind is what the record states, not why.
| Kind | Developer | Model | What the record states | When | Source | Id |
|---|---|---|---|---|---|---|
| no later event on record | ||||||
Dated 0 of 0Model named 0 of 0Tied to an engagement 0 of 0Evaluator named by the record 0 of 0
The money on record 9 rows
Rows of the observatory's money table that name this evaluator as recipient (in) or as funder (out), each as the record states it: a grant table line, a contract notice, a Form 990 schedule or the party's own disclosure. A figure quoted in prose is marked and never summed.
| Direction | Funder | Recipient | Amount, as recorded | When | Record | Source | Id |
|---|---|---|---|---|---|---|---|
| in | Coefficient Giving | Stanford CRFM | figure in prose, not a stated paymentThe agent-benchmarks RFP "closed after funding $25 million in grants"The agent-benchmarks RFP "closed after funding | not dated | grant database | Coefficient Giving; 80,000 Hours | 683428a98a |
| in | Coefficient Giving | Stanford CRFM | no amount publishedCotra: "we funded a bunch of cool benchmarks, including Cybench" | not dated | grant database | Coefficient Giving; 80,000 Hours | 8eb72aa58c |
| in | Schmidt Sciences | adam-gleave; FAR.AI; percy-liang; Stanford CRFM | no amount publishedAI2050 Early Career Fellow (Nov 2025) | Nov 2025 | party's own page | FAR.AI; CRFM | 039a88b316 |
| in | Schmidt Sciences | adam-gleave; FAR.AI; percy-liang; Stanford CRFM | no amount publishedAI2050 Senior Fellow (2022) | 2022 | party's own page | FAR.AI; CRFM | 4a18839af9 |
| in | Schmidt Sciences | adam-gleave; FAR.AI; percy-liang; Stanford CRFM | no amount publishedSchmidt Futures a named CRFM supporter | not dated | party's own page | FAR.AI; CRFM | 86a658e98e |
| in | Patrick J. McGovern Foundation | ROOST (ROBUST OPEN ONLINE SAFETY TOOLS); Stanford CRFM | no amount publishedNamed supporter of the Fund | not dated | party's own page | Frontier Model Forum; PR Newswire; CRFM | 29192c76e7 |
| in | Patrick J. McGovern Foundation | ROOST (ROBUST OPEN ONLINE SAFETY TOOLS); Stanford CRFM | no amount publishedROOST founding partner | not dated | party's own page | Frontier Model Forum; PR Newswire; CRFM | 244aa0bd09 |
| in | Patrick J. McGovern Foundation | ROOST (ROBUST OPEN ONLINE SAFETY TOOLS); Stanford CRFM | no amount publishedCRFM supporter | not dated | party's own page | Frontier Model Forum; PR Newswire; CRFM | 3c911903b4 |
| in | Patrick J. McGovern Foundation | ROOST (ROBUST OPEN ONLINE SAFETY TOOLS); Stanford CRFM | no amount publishedno amounts | not dated | party's own page | Frontier Model Forum; PR Newswire; CRFM | 9c1ae442eb |
Amount stated 0 of 9Dated 2 of 9Purpose stated 1 of 9Funder profiled 5 of 9Recipient on the roster 9 of 9
Seats and moves 1 seats · 0 moves
Seats read off a team page, a governance page, an appointment notice or a filing that name this organization, and the dated moves into or out of it, from the observatory's own tables.
| Person | Side | Seat, as the record states it | Role | Dates | Source | Id |
|---|---|---|---|---|---|---|
| Percy Liangslice | between | Director, Stanford CRFM | Director | dates not stated | Transluce; Percy Liang | 5aa38f987e |
Role read 1 of 1Organization read 1 of 1Organization profiled 1 of 1Dated 0 of 1
Moves
| Person | From | To | When | Source | Id | |
|---|---|---|---|---|---|---|
| no move on record names this evaluator | ||||||
From profiled 0 of 0To profiled 0 of 0Person profiled 0 of 0Dated 0 of 0