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Open-weight models trail closed models in cyber capabilities by 6–7 months
Data Insight
Oct. 16, 2026
Open-weight models trail closed models in cyber capabilities by 6–7 months

Z.ai’s GLM-5.3 is the top open-weight model on Epoch’s Cyber ECI, scoring where the closed-weight frontier stood 6–7 months earlier.

By Jaeho Lee and Alexander Barry

AI systems are improving rapidly at Slay the Spire and its sequel
Report
Oct. 14, 2026
AI systems are improving rapidly at Slay the Spire and its sequel

Months ago, frontier models could barely beat Slay the Spire. Now they win 90%+ at the easiest setting and up to 20% at the hardest. Results from Epoch AI’s new SpireClimb benchmark.

By Benjamin Ou and Simon Chen

Can AI automate Epoch?
Report
Oct. 8, 2026
Can AI automate Epoch?

Frontier models can handle well-defined tasks reliably, but fail in the more open-ended aspects that prevent full work automation. Explore Epoch AI's Automation Reports: realistic, open-ended tasks taken directly from our work, manually graded by our own standards.

By Kelly Hong and Greg Burnham

US adults are no more likely to face cyber incidents than when Claude Fable 5 launched
Data Insight
Oct. 7, 2026
US adults are no more likely to face cyber incidents than when Claude Fable 5 launched

June and September polls from Epoch AI/Ipsos show no detectable increase in the share of US adults experiencing cyber incidents

By Caroline Falkman Olsson and Yafah Edelman

EBR-bench update
Report
Oct. 7, 2026
EBR-bench update

Updates on EBR-bench, Epoch AI’s benchmark that tests models’ ability to learn from experience. GPT-6 Astra hit a perfect score on over half its EBR-bench attempts by exploiting one overpowered card, which we now ban. Plus multi-agent scaffold results.

By Benjamin Ou and Avery Yen

Can AI automate AI R&D yet?
Report
Oct. 7, 2026
Can AI automate AI R&D yet?

Early evidence from InnovationEval: No

By David Owen

China is more exposed to semiconductor supply-chain disruptions than the US
Report
Oct. 6, 2026
China is more exposed to semiconductor supply-chain disruptions than the US

China is 2.7× as exposed to semiconductor supply shocks as the US, Epoch AI estimates. Epoch traces chips through input-output tables to model the impact of a Taiwan shock and decoupling.

By Daniel Carey

How do Chinese AI companies make money?
Report
Oct. 6, 2026
How do Chinese AI companies make money?

China's six leading AI firms earn about 10% of OpenAI and Anthropic's combined AI revenue. Epoch AI examines their five revenue streams: consumer apps, model access, enterprise and government solutions, licensing fees, and indirect monetization through cloud and advertising.

By Cheryl Wu and Anson Ho

Coding-agent spending by OpenAI researchers is doubling roughly every month
Data Insight
Oct. 5, 2026
Coding-agent spending by OpenAI researchers is doubling roughly every month

OpenAI researchers’ coding-agent usage, valued at API prices, has recently been doubling roughly every month, according to breakpoint fits.

By Yafah Edelman and Luke Emberson

How many AI agents could run on the AI chips shipped through 2027?
Report
Oct. 2, 2026
How many AI agents could run on the AI chips shipped through 2027?

Memory shipped through 2027 could run 33–171 million concurrent frontier-model agents, or billions using efficient open models. Epoch AI estimates inference capacity from HBM supply, serving benchmarks, and agent-hour costs.

By Jason Li