Benchmarks play a central role in the development and governance of models, yet it is often unclear whether they actually measure the concepts they purport to measure (e.g., reasoning, refusal). We ad...

I'm calm. I'm calm. I promise.

What does a power-shifting agenda look like?

Research suggests that the combination of incentives to publish and the use of large language models will lead to more papers, but they will be less refined.

Anthropic’s appeals to constitutionalism and virtue-ethics risk obscuring where the power and accountability for shaping AI behavior lies.

Apr 8, 2026, 12:10 pm - Abigail Jacobs researches structure, governance, and inequality in sociotechnical systems and the hidden assumptions in machine learning.

AI systems now structure public authority; human-in-the-loop oversight is insufficient, requiring upstream guardrails argues Michael A. Santoro.

Language models are a bureaucratic technology

Political scientists have had remarkably little to say about artificial intelligence (AI), perhaps because they are dissuaded by its technical complexity and by current debates about whether AI might ...

Everything is content.

The billionaire, whose federal cost-cutting team has been operating in secrecy, asserted that he had uncovered waste and fraud across the bureaucracy, without providing evidence.

Across academia, industry, and government, there is an increasing awareness that the measurement tasks involved in evaluating generative AI (GenAI) systems are especially difficult. We argue that thes...

We articulate fundamental mismatches between technical methods for machine unlearning in Generative AI, and documented aspirations for broader impact that these methods could have for law and policy. ...

Workshop: New Perspectives on Bias and Discrimination in Language Technology.

Large language models depend crucially on the data they are trained on. The authors consider how these pretraining datasets, like archives, are diverse, sociocultural collections that mediate knowledg...

By the authority vested in me as President by the Constitution and the laws of the United States of America, it is hereby ordered as follows:      Section 1.  Purpose.  Artificial intelligence (A...