← Back to People
Posted viral image on X outlining vision of AI frontier growth outpacing jaggedness despite uneven capabilities.
1
Mentions
1
Articles
1
Outlets
Associated Topics
Coverage Patterns
How media typically covers Tomas Pueyo
Article Types
- analysis1
Media Angles
- technical1
Narrative Framing
- trend1
Associated AI Models
GPT-5.21GPT-51
Articles
Most recent firstMentioned In
Referenced in coverage
The Shape of AI: Jaggedness, Bottlenecks, and Salients
One Useful ThinganalysisneutralDec 22, 2025
AI exhibits a 'jagged frontier' where it excels at some tasks while struggling with others in ways that don't align with human intuition about task difficulty, and this jaggedness may persist even as overall AI capabilities improve, creating complementary work opportunities with humans.
“Posted viral image on X outlining vision of AI frontier growth outpacing jaggedness despite uneven capabilities.”
Foundation ModelsAI ResearchLLMsAI Capabilities