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Disclosed CVEs: July Reached 5× the Pre-Mythos Record
Data Insight
Jul. 31, 2026
Disclosed CVEs: July Reached 5× the Pre-Mythos Record

Notable organizations disclosed ~2,500 high- and critical-severity CVEs in July 2026, about 5× the pre-Mythos monthly record. Epoch AI's updated breakdown of vulnerability disclosures following Anthropic's Project Glasswing.

By Luke Emberson

Will parallelization limits delay an intelligence explosion? | Epoch AI
Report
Jul. 29, 2026
Will parallelization limits delay an intelligence explosion? | Epoch AI

Even with automated AI R&D producing millions of virtual researchers, progress may be capped by our ability to divide, coordinate, and recombine their work. Epoch AI on why parallelization technology is a missing parameter in intelligence explosion models.

By Phil Trammell

OpenAI accidentally hacked Hugging Face — should we have seen it coming?
Newsletter
Jul. 22, 2026
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

By Alexander Barry

AI detectors rarely flag human writing, but sometimes miss AI text imitating real authors
Data Insight
Jul. 15, 2026
AI detectors rarely flag human writing, but sometimes miss AI text imitating real authors

We tested Pangram, GPTZero, and Originality.ai on human and AI text. All three caught nearly every passage written from a simple prompt, but missed roughly one in five passages imitating a specific author's style.

By Jaeho Lee

AI energy use: its impact on prices, climate, and more
Topic Overview
Jul. 14, 2026
AI energy use: its impact on prices, climate, and more

AI compute draws tens of gigawatts globally—comparable to New York state—yet a single chatbot query uses less than a microwave in 10 seconds. Epoch AI's guide to AI energy use, from training to inference to local grid impacts.

By Nikita Ostrovsky

AI Chips: why they cost as much as a car, and why companies can't get enough
Topic Overview
Updated Jul. 14, 2026
AI Chips: why they cost as much as a car, and why companies can't get enough

A look at the specialized hardware driving modern AI — why chips cost tens of thousands of dollars each, and why demand continues to outstrip supply.

Contributions to OpenAI's Codex codebase show signs of AI uplift
Data Insight
Jul. 7, 2026
Contributions to OpenAI's Codex codebase show signs of AI uplift

The share of working days on which OpenAI's Codex collaborators merged very-high-effort code rose from about 2% in Q2 2025 to about 8% in Q2 2026.

By Jaeho Lee and Thomas Kwa

The missing half of AI futurism debates
Newsletter
Jul. 7, 2026
The missing half of AI futurism debates

Why we should think a little harder about what it takes to build a Dyson Sphere

By Jean-Stanislas Denain and Anson Ho

Disclosed CVEs: 3.5× Spike After Claude Mythos
Data Insight
Jul. 2, 2026
Disclosed CVEs: 3.5× Spike After Claude Mythos

Notable organizations disclosed ~1,300 high- and critical-severity CVEs in June 2026, roughly 3.5× the pre-Mythos monthly record. Epoch AI's breakdown of vulnerability disclosures following Anthropic's Project Glasswing.

By Luke Emberson

GPT-4 led in ECI far longer than any other model
Data Insight
Jul. 2, 2026
GPT-4 led in ECI far longer than any other model

GPT-4 topped Epoch's Capabilities Index (ECI) for roughly a year after its March 2023 release — no model since has led for as long. The second-longest reign, by o1, lasted barely three months.

By Jaeho Lee