AI in abundance

Our contribution to a global environmental standard for AI

Building abundant intelligence

A full-stack approach to making advanced AI more capable, more affordable, and more widely useful.

Import AI 475: Swarm scaling; Google DeepMind watermarks biology; and the AI science economy

Import AI 475 covers several current AI topics, including swarm scaling, Google DeepMind’s use of watermarks in biology, and the broader AI science economy. The episode raises questions about decision‑making in AI deployment. It highlights the importance of understanding who determines the roles and limits of AI systems.

AI Agents Are Here. What Now?

Artificial Intelligence Index Report 2026

arXiv:2606. 15708v1 Announce Type: new Abstract: Welcome to the ninth edition of the AI Index report.

Transformers v5: Simple model definitions powering the AI ecosystem

The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+

Strengthening America’s AI leadership with the U.S. National Laboratories

OpenAI’s latest line of reasoning models will be used by nation’s leading scientists to drive scientific breakthroughs.

Import AI 452: Scaling laws for cyberwar; rising tides of AI automation; and a puzzle over gDP forecasting

How much could AI revolutionize the economy?

The End of AI Exponentiation: Fluttering Inside and Outside AI Bubble

arXiv:2609.05894v1 Announce Type: new Abstract: The exponentiation of Artificial intelligence (AI) in the recent past has entered a transformative era that has been driven by the growth in large lang...

The Past and Future of AI Scientists

arXiv:2608. 14407v1 Announce Type: new Abstract: We present a survey of the past and future of AI Scientists: machines capable of automating science.

Mapping, modeling, and understanding nature with AI

AI models can help map species, protect forests and listen to birds around the world