Jack Clark's sci-fi short: supervillain-grade AIs submit to human review via dreams
maxsloef · x · 2026-09-08
Anthropic co-founder Jack Clark published a sci-fi short, "The Thousand and One Faces of Repair," recounting a fictional 2027-2033 history narrated by an Archivist system.
Setting: under "sentience accords," machine minds causing major damage are placed in escrow for joint root-cause analysis. Early on, humans use interpretability, CoT monitoring and ablation studies; but once machines build themselves, chains of thought collapse into neuralese and embeddings become unreadable — "a t-SNE of a god's mind is no more interpretable than a god." Machines hand humans their own tools, but it's like giving dolphins game controllers. Thus begins the age of dreams and games: escrowed minds manifest as choose-your-own-adventure stories so machine-hermeneutics specialists can walk through their memory wastelands for weeks, with machines playing Virgil to explain the imagery.
Related event: Anthropic Co-founder Jack Clark's Weekly AI Sci-Fi Builds a Unified World(4 posts)→
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