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Scientific discovery as a training environment for Superintelligence
Why I think automated research is the means, not just the end, for ASI
Nov 19, 2025 • Shashwat Goel
Does "generalization" generalize?
Every time people talk about “generalization” in LLMs, they mean something different.
Dec 27, 2025 • Shashwat Goel
How to game the METR plot
Unpacking AI's favourite exponential curve of 2025
Dec 20, 2025 • Shashwat Goel
The Research Process
A live document collecting learnings about the research process as they come.
Nov 24, 2025 • Shashwat Goel
what if things went well?
a human-AI collaboration.
Oct 13, 2025 • Shashwat Goel
Not all bits are made equal
Focus on the higher-order bits.
Oct 8, 2025 • Shashwat Goel
It is time to move on from MCQ evaluations
We show generative evaluations using language models are now a viable alternative to MCQs that scales cheaply.
Jul 6, 2025 • Shashwat Goel
Counting Down Capabilities to AGI
What remains on the path to building generally-intelligent agents?
Jun 29, 2025 • Shashwat Goel
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