9 Big questions benchmarks can help answer
A good benchmark asks more than just “can AI do this specific task?”
Epoch AI
Insights and analysis on AI trends, developments, and research from Epoch AI.
Live Last read · last published · next check
Latest posts
Will financing bottleneck AI compute? An Anthropic case study
Why Anthropic's buildout suggests that financing is unlikely to be the immediate blocker to frontier AI compute growth.
The Epoch Brief - July 31, 2026
Expanding FrontierMath: Open Problems, how "parallelizability" determines a technological singularity, the realities of AI energy use, and signs of AI uplift
OpenAI accidentally hacked Hugging Face — should we have seen it coming?
Expert assessments and cyber benchmarks led us to expect that frontier models were capable of executing this kind of cyberattack
The Epoch Brief - July 8, 2026
A board game AI can't master, a cyber-disclosure spike after Claude Mythos, GPT-4's record run atop the ECI, and what's missing from AI futurism discourse
The missing half of AI futurism debates
Why we should think a little harder about what it takes to build a Dyson Sphere
The Epoch Brief - June 26, 2026
Our new long-horizon coding benchmark, hyperscaler cash flows, tracking AI R&D automation, and Chinese lab strategies
What we learned from 1,604 Chinese AI job postings
Inferring Chinese AI labs’ strategies from their job descriptions
Toward an O*NET for AI R&D
Proposing a new way to track AI research automation
The Epoch Brief - June 12, 2026
Increased cyber vulnerability reports, Mythos' cyber hype, Fable 5's lead on FrontierMath v2, record-setting data centers, and what wealth distribution could look like after AGI