16 September 2026
Heard In AI

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Protein design

Articles about Protein design from podcasts, articles and papers, with links to the original sources.

What changes when nine billion DNA variants are precomputed

Google DeepMind's AlphaGenome Atlas stores predicted molecular effects for every possible single-letter change in the human genome. On Moonshots, the panel called it the "bulk solution" to variant effect prediction, proposed it as a naming system that could help people with the same rare mutation find each other — and argued about why it is not really a lookup table.

5 min read

A cell the size of Manhattan: how AI could search for age reversal without a full theory of the cell

On The Diary of a CEO, investor David Friedberg described a cell as a city of 10 billion workers and argued that AI lets researchers screen a million protein ideas on computers before touching a lab bench. His worked example is partial epigenetic reprogramming — and a June 2026 announcement shows that work has reached a first safety trial in human eyes, not restored sight.

5 min read