Evaluators and safety organisations · Article · Goodfire

Accelerating Interpretability: A Human Genome Project for AI

26 Oct 2026

Read at goodfire.com ↗Read at sourceNo licence statement found

Outline · 58 paragraphs

Increasing our Cognitive Time¶6
Accelerating Experiments at Agentic Scale¶13
From Experimental Abundance to Scientific Understanding¶22
What Comes Next¶32
References¶36
Footnotes¶54

How to cite

A citation names the document, the version and the place.

goodfire:accelerating-interpretability/r1/b1

https://safetypage.noahairmet.com/d/goodfire/accelerating-interpretability/r1/b1

BibTeX

@misc{goodfire2026,
  title = {Accelerating Interpretability: A Human Genome Project for AI},
  author = {{Goodfire}},
  year = {2026},
  url = {https://www.goodfire.com/blog/accelerating-interpretability}
}

Versions

Version	Published	Read
r1 latest	26 Oct 2026	At source

Licence

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Read at: www.goodfire.com/blog/accelerating-interpretability, 10 Nov 2026