Are the communities most vulnerable to climate risk also the least well-mapped? Our Bias Bounty Mapping Equity Challenge on Zindi invites participants to explore this question. Registration is open! zindi.africa/competitions...
Humane Intelligence
@humaneintelligence.bsky.social
We are an AI evaluations nonprofit dedicated to breaking down barriers to AI deployment for social good. Learn more: www.humane-intelligence.org
We're launching a new LinkedIn Learning course titled "AI Evaluations for Everyone: How Non-Engineers Can Build Better AI Systems". The course will be available 07.01 and thanks to our friends at LinkedIn, will be available for free until 09.30! humane-intelligence.org/post/linkedi...
The future of AI depends on data but who decides how that data can be collected, shared, and used? Read more in our latest blogpost: humane-intelligence.org/post/the-glo...
The Global Divide Over Data Governance
We explore three models of governance and how that applies to AI
humane-intelligence.org
What happens when two AI models invent the same wrong answer? Our latest blog post explores “folie à deux in the machine,” a case of cross-model hallucination overlap that may reveal gaps in how we evaluate and govern AI systems. Read more: humane-intelligence.org/post/folie-a...
What happens when AI evaluation asks not just “Is this accurate?” but “Accurate for whom?” Our Bias Bounty on Zindi will explore geospatial data gaps, climate risk, and a new Bias Scoring API designed to measure model disparities across communities. humane-intelligence.org/post/bias-bo...
Bias Bounties on Zindi Preview: Geospatial Data and Climate Risk
A blogpost about Humane Intelligence's Bias Bounty on Geospatial Data and Climate Risk
humane-intelligence.org
Last year we shared that with support from Google.org, we would be releasing an improved version of our AI red teaming app under an open source software license. Since then, a lot of work has gone into moving the project forward. Read more: humane-intelligence.org/post/updates...
OSS AI red teaming app release updates
Read about OSS AI red teaming app updates, including our design, front-end and backend work, as well as how to get involved
humane-intelligence.org
Where does mental health fit in how we design and evaluate AI systems? As AI becomes more embedded in daily life and work, its psychological impact—on both users and the people behind these systems—is becoming harder to ignore. Read our recent blog post: humane-intelligence.org/post/mental-...
Mental Health as a Hidden Cost of AI Systems
A blogpost about why mental health must be treated as a core consideration in AI design and evaluation
humane-intelligence.org
We’re excited to welcome Amy Sample Ward, Amy S., and Abby V. to the Humane Intelligence Board of Directors, and Dr. Lauren Damme, PhD and Dr. Diego Garcia-Olano to our Advisory Group. Read our latest blog post to get to know them: humane-intelligence.org/post/our-new...
We recently facilitated an AI evaluation workshop at the Tribal Innovation Summit. Adversarial stress testing participants exposed vulnerabilities in AI models and assessed them against Indigenous data governance principles. See the report under "Research." humane-intelligence.org/insights/
A recent report from National Institute of Standards and Technology explores we assess real-world risks of AI systems combining model testing, red teaming and field testing to understand how AI systems behave in use. We're proud to have contributed to this work. nvlpubs.nist.gov/nistpubs/ai/...
On April 14, we’re joining a conversation at the sidelines of the 59th Session on the Commission on Population and Development. Mala Kumar and Annie Brown will contribute to a discussion on ontologies, generative AI, and technology-facilitated gender-based violence. Register: lnkd.in/gpujupu9
We are pleased to share the Indigenized Adversarial Stress Testing Framework, developed by Emergence Circle, with the support of @humaneintelligence.bsky.social! This project has tested AI systems against Indigenous values, community priorities, and potential harms before deployment or adoption.
How do you know if an AI system performs well in a real-world use case? Evaluating AI isn’t just about accuracy or benchmarks but understanding context, scope, and coverage—what’s being tested, what’s missing, and how those gaps shape our conclusions. humane-intelligence.org/post/knowled...
This Women’s History Month, we wanted to share a more personal look at the women of HI: their inspirations, unexpected talents, and the experiences that shaped their paths. A reminder that building better technology ultimately starts with understanding people. humane-intelligence.org/post/the-wom...
The Women of Humane Intelligence: Stories Behind the Work - Humane Intelligence
A blog post about the great women of Humane Intelligence
humane-intelligence.org
Last year, we partnered with the CoNA Lab at Virginia State University and Valence AI to launch the Global Accessibility Bias Bounty. In our blogpost, we discuss why this work matters and how to evaluate and build in a way that's inclusive. humane-intelligence.org/post/reflect...
Reflecting on the Accessibility Bias Bounty - Humane Intelligence
Learn about our video conferencing accessibility bias bounty (data science challenge), including lesson learned and winner insights
humane-intelligence.org
Humane Intelligence is growing, and we are excited to share updates to our Board of Directors and Advisory Group. We welcome Admas Kanyagia and Benjamin Kinsella to our Board, and Michael Zargham and Kaitlin Thaney to our Advisory Group. humane-intelligence.org/post/our-new...
Our New Members of the Humane Intelligence Board of Directors and Advisory Group - Humane Intelligence
Humane Intelligence is excited to welcome Admas Kanyagia and Ben Kinsella to our Board of Directors, and Michael Zargham and Kaitlin Thaney to our Advisory Group
humane-intelligence.org
Join Humane Intelligence and Tattle Civic Technologies at the India AI Impact Summit. Our main event, Evaluations and Open Source Software for AI for Social Good at Scale will be on February 20, 2026, 1:30–2:25 PM IST. This session is free, sign-up required. impact.indiaai.gov.in/registration
We’re still welcoming submissions from interested organizations for our paid opportunity related to the AI red teaming app. Applications are reviewed on a rolling basis, and the deadline to apply is February 6, 2026. Details and the submission form are below. Thanks for helping us spread the word.
Humane Intelligence@humaneintelligence.bsky.social · 7mo agoHumane Intelligence has launched an expression of interest to hire an engineering firm for the backend Python development of our OSS AI red teaming app (paid opportunity. Full description: docs.google.com/document/d/1... Submit your interest here: docs.google.com/forms/d/e/1F... Thank you!
In a new guest blog authored by Humane Intelligence volunteers Károly Boczka and Nkechika Ibe, we explore how large language models struggle with bias, distortion and hallucination in low-resource languages and why this is becoming a governance issue. humane-intelligence.org/post/ai-gove...
AI Governance Beyond English: Low-Resource Lessons - Humane Intelligence
This is a guest blog authored by Humane Intelligence volunteers, exploring topics related to AI […]
humane-intelligence.org
As the SDGs near 2030, what comes after? In this blog post, we explore how generative AI and ontologies could provide a more connected, flexible lens on human development beyond today’s SDG taxonomy. humane-intelligence.org/post/ontolog...
Ontologies, generative AI and the SDGs - Humane Intelligence
Co-authors: Mala Kumar, Annie Brown, Anthony Ware, Lizzette Soria This is a guest blog co-authored […]
humane-intelligence.org
As AI systems scale, the physical infrastructure behind them matters more than ever. In a guest blog post, we explore how the concentration of data centers and compute power is reshaping geopolitics, governance, and AI evaluation practices. humane-intelligence.org/post/changin...
Changing geopolitics from data center concentration - Humane Intelligence
This is a guest blog authored by Humane Intelligence volunteers, exploring topics related to AI […]
humane-intelligence.org
We’re still welcoming submissions from interested organizations for our paid opportunity related to the AI red teaming app. Applications are reviewed on a rolling basis, and the deadline to apply is February 6, 2026. Details and the submission form are below. Thanks for helping us spread the word.
Humane Intelligence@humaneintelligence.bsky.social · 7mo agoHumane Intelligence has launched an expression of interest to hire an engineering firm for the backend Python development of our OSS AI red teaming app (paid opportunity. Full description: docs.google.com/document/d/1... Submit your interest here: docs.google.com/forms/d/e/1F... Thank you!
Humane Intelligence has launched an expression of interest to hire an engineering firm for the backend Python development of our OSS AI red teaming app (paid opportunity. Full description: docs.google.com/document/d/1... Submit your interest here: docs.google.com/forms/d/e/1F... Thank you!
As we close out 2025, we’re reflecting on a pivotal year for Humane Intelligence. From major funding milestones to new strategy, expanded bias bounties, red teaming work, and global partnerships, it was a year of growth. Read our full year-in-review: humane-intelligence.org/post/humane-...
Humane Intelligence nonprofit - 2025 end of year wrap up - Humane Intelligence
About 2.5 years ago, a few months after I left my job as Director of […]
humane-intelligence.org
We're joining forces with @humaneintelligence.bsky.social to move their bias bounty program onto Zindi, a data science platform with users in more than 185 countries, with @heisingsimonsfdn.bsky.social's support. Read the announcement here: humane-intelligence.org/post/announc...
Announcing Bias Bounties at Scale - Humane Intelligence
Humane Intelligence nonprofit is moving our bias bounty program onto Zindi
humane-intelligence.org
Great news! Humane Intelligence has received funding from Google.org to accelerate the release of an open source AI red teaming application. This support will help expand access to participatory AI evaluations worldwide. Learn more: humane-intelligence.org/post/ai-red-...
AI Red Teaming App - OSS Grant Announcement, Google.org - Humane Intelligence
Read about Humane Intelligence's plans to release our AI red teaming app under an open source software license
humane-intelligence.org
We’re partnering with Radiant Earth and Zindi, with support from the Heising-Simons Foundation, to bring our bias bounty program to Zindi’s global data science platform! Learn more: humane-intelligence.org/post/announc...
Announcing Bias Bounties at Scale - Humane Intelligence
Humane Intelligence nonprofit is moving our bias bounty program onto Zindi
humane-intelligence.org
Following our 2024 TFGBV red-teaming work with UNESCO, our Playbook on red teaming AI for social good is now available in French and Spanish! Sharing as 16 Days of Activism begins. EN: unesdoc.unesco.org/ark:/48223/p... FR: unesdoc.unesco.org/ark:/48223/p... SP: unesdoc.unesco.org/ark:/48223/p...
We are seeking volunteers to help redesign the user interface of our TFGBV taxonomy and ontology website. We welcome contributions at any level, whether that is proposing new workflows, creating wireframes or prototypes, or building a front end. Learn more: humane-intelligence.org/get-involved...
AI in public health remains one of the most overlooked areas in the current wave of AI investment. In her op ed for Security Brief TechDay, Mala Kumar, explains how Humane Intelligence is working to address it through our new AI in Public Health Working Group. securitybrief.com.au/story/why-ai...
Why AI in public health needs focus, funding, and community voice
A new working group urges more funding and community input to harness AI’s potential in public health, addressing social factors and equity gaps worldwide.
securitybrief.com.au