Humane Intelligence
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.
- FoundedMay 2023
- HQTexas
- Registry idEIN 93-1491311
- TestsPublic red-teaming events, bias bounties and contextual evaluations sold to clients; DEF CON 31 generative red team (Aug 2023, supported by the White House OSTP); Singapore IMDA regional challenge (2024); open-source red-teaming application (Sep 2026). Its founder's separate company, Humane Intelligence PBC, sells 'audit-grade' evaluation.
- Money, as the roster puts itNonprofit: FY2024 revenue $472,206, 78.8 percent program-service revenue from clients; Google.org and Heising-Simons Foundation named as funders, no amounts.
- 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
- $372,175 3 in · 0 outfrom Google.org · Heising-Simons Foundation
- Seats, by side
- evaluator 1 4 people: Ben Kinsella, Kristi Arbogast, Mala Kumar, Rumman Chowdhury
- 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 3 rows · $372,175 in, stated single-recipient 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 | Google.org; Heising-Simons Foundation | Humane Intelligence | no amount publishedBoth named funders on the nonprofit's own pages, no amounts: Google.org for the original bias-bounty program and the open-source red-teaming application ('fully funded', Dec 2025) | Dec 2025 | party's own page | Humane Intelligence, 2025 Impact Report; Humane Intelligence, Bias Bounties at Scale; ProPublica | 3e31fa497b |
| in | Heising-Simons Foundation | Humane Intelligence | figure in prose, not a stated payment$100,000, program-service revenueprogram-service revenue | not dated | party's own page | Humane Intelligence, 2025 Impact Report; Humane Intelligence, Bias Bounties at Scale; ProPublica | fb943c87da |
| in | Heising-Simons Foundation | Humane Intelligence | $372,175$372,175 | not dated | party's own page | Humane Intelligence, 2025 Impact Report; Humane Intelligence, Bias Bounties at Scale; ProPublica | 307f6ec1ef |
Amount stated 1 of 3Dated 1 of 3Purpose stated 1 of 3Funder profiled 0 of 3Recipient on the roster 3 of 3
Seats and moves 1 seats · 3 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 |
|---|---|---|---|---|---|---|
| Rumman Chowdhuryslice | evaluator | co-founder and Distinguished Advisor, Humane Intelligence nonprofit (CEO until 1 August 2025) | co-founder and Distinguished Advisorformer | – 1 August 2025 | Rumman Chowdhury, About; Humane Intelligence, About | 908f4227d7 |
Role read 1 of 1Organization read 1 of 1Organization profiled 1 of 1Dated 1 of 1
Moves
| Person | From | To | When | Source | Id | |
|---|---|---|---|---|---|---|
| Mala Kumarslice | MLCommons (Director of Program Management, AI Safety); GitHub (Director of Tech for Social Good) | → | Humane Intelligence (Head of Impact Mar 2025; Interim Executive Director 1 Aug 2025; Executive Director Apr 2026) | 2025 to 2026 | Humane Intelligence, Team; Humane Intelligence, About | 21cb4bdf13 |
| Ben Kinsellaslice | OpenAI (Human Data team) | → | Humane Intelligence (President of the Board) | by 2026 | Humane Intelligence, Board & Advisory | 433df3ac99 |
| Kristi Arbogastslice | Graphika (OSINT and content-moderation investigations into generative AI harms); National Democratic Institute | → | Humane Intelligence (AI Red Teaming Manager); NIST (AI Governance and Risk Analyst) | by 2026 | Humane Intelligence, Team | d241b5cf53 |
From profiled 3 of 3To profiled 3 of 3Person profiled 1 of 3Dated 3 of 3
Filings
- IRS (via ProPublica Nonprofit Explorer) 93-1491311: Form 990 for the year ending December 2024 read 2026-10-16ProPublica Nonprofit Explorer aa187e0775