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AI evaluation benchmarks

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Machine Heart
Machine Heart
Nov 6, 2026 · Industry Insights

State of AI 2026: Three Labs Lead, Benchmarks Break, AGI 2027?

The State of AI 2026 report by Air Street Capital identifies Anthropic, OpenAI, and Google as the three dominant frontier model providers, reveals widespread failure of traditional evaluation benchmarks, and issues nine predictions covering agent self-evolution, autonomous AI research, AI-powered cyber defense, and the open question of AGI by 2027.

AGI timelineAI evaluation benchmarksAI predictions
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State of AI 2026: Three Labs Lead, Benchmarks Break, AGI 2027?