aiqbench analysis
This article updates timelines for superhuman AI research capabilities, projecting a potential industry-wide pause by 2027 due to safety concerns and geopolitical risks like model theft. The core focus is on the urgency of aligning frontier models before they achieve recursive self-improvement, making it a critical piece on AI Safety and policy coordination.
Q3.5 Timelines Update: Looks Like the Intelligence Explosion Will Happen in 2027 After All

We wanted to get this post out quickly given the urgency of the topic.
We want to get this post out quickly given the urgency of the topic. It’s possible that there are some errors in the modeling, but we think it’s very unlikely that they undermine the high level conclusions. We would love to be corrected on any mistakes we made. METR recently estimated that Anthropic is now making AI progress about twice as fast as its historical rate (they would not be surprised by anything from 1.3x to 3x), and guessed that “perhaps ≈80%” of the current acceleration is due to AI. If they’re right, that implies an AI-driven acceleration that is 5 months ahead of the AI 2027 scenario. This level of acceleration due to AI is very unexpected. Previously, Daniel, the most bullish of us, assigned a 50% chance of Superhuman AI Researcher (SAR)1 before 2029. SAR is roughly the point at which a company would rather fire all their human researchers and rely solely on automated AI researchers than have a team of the best human researchers in the world with no AIs.2 Now, all of us forecast that Superhuman AI Researcher (SAR) will likely arrive at some point in 2027 (assuming no substantial deliberate slowdown).3 We also predict…
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Other coverage of this story
- AI Futures Project · this article
- AI Alignment Forum · AIFP: Looks Like the Intelligence Explosion Will Happen in 2027 After All
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