







Research-backed AI, data science, public engagement, survey design, and policy advisory for UK public sector.
3: Consulting the Record: AI Consistently Fails the Public - AI Now Institute
Amid the excitement over AI’s (speculative, hypothetical) potential, we have lost sight of the sobering reality of its present and recent past. AI is already intermediating critical social infrastructures, materially reshaping our institutions in ways that ratchet up inequality and concentrate power in the hands of the already powerful. It is consistently deployed in ways […]

Driving the UK’s next chapter: From AI potential to agentic reality | Google Cloud Blog
Organizations like HSBC, Ineffable Intelligence, Starling, Vodafone, and the UK and local governments are showcasing their transformation with Google Cloud at the London Summit.

Science, with agency. — UK Agentic Science Network
Science, with agency. A network turning AI into better science, new companies and lasting prosperity in the UK. Explore the questions and help put ideas into practice.
AI Economy Institute - Microsoft Research
The AI Economy Institute (AIEI) is Microsoft’s flagship think tank dedicated to shaping an inclusive, trustworthy AI economy. We building a network of scholars and convening that network with our subject matter experts to explore how artificial intelligence is transforming work, education, and productivity – and making this knowledge base available to policy-makers, educators, and […]

Open Source AI Policy Landscape — RedMonk Analysis
How foundations and projects are responding to AI-generated contributions. This analysis surveys 88 major organizations.
White Paper on Public AI – Open Future
Today's AI landscape is dominated by a few tech companies. This White Paper presents an alternative: Public AI systems built on transparency, democratic governance, and open access to critical infrastructure.

Funding the Commons | Public Goods Funding
We convene researchers, builders, and institutions to develop the funding mechanisms, governance systems, and coordination tools that public goods need in an age of AI.

Characterizing Agentic Flooding of Government Services
AI agents are making it easier for the public to interact with government, such as by helping them apply for benefits, understand complex policies, and make their opinions heard. Although...

Artificial intelligence in government: why people feel they lose control
The use of Artificial Intelligence (AI) in public administration is expanding rapidly. While AI promises greater efficiency and responsiveness, its integration into government and administration ra...

Open Call for Proposals - Humanity AI
Open Call for Proposals: Communities Leading on AI $10M Investment in U.S.-Based Community-Led AI Initiatives Humanity AI, an initiative spearheaded […]

Agentic AI Governance: A Strategic Framework for Autonomous Systems
Agentic AI is moving from chat to action. Learn how to govern autonomous systems using the "Digital Contractor" framework and the 3-Tiered Guardrail system.

AI.Gov | President Trump's AI Strategy and Action Plan
Explore President Trump’s AI initiatives focused on innovation, infrastructure, international engagement, and youth education in artificial intelligence.

Generative AI and the Digital Commons — The Collective Intelligence Project
The aim of this paper is to build models of governance for generative foundation models that enable broadly shared benefit. Our initial hypothesis is that data is a high-value lever of governance. Many of these models are trained on publicly available data and use public infrastructure, but 1) may d

BLOOM | Building the Public Assembly on AI
BLOOM is building the Public Assembly on AI: a network of community-led assemblies where neighbors weigh AI's trade-offs and make decisions together about their shared future.

AI Data Centres - Platform | The Australian Greens
Labor has rolled out the red carpet for hyperscale AI data centres.
