AI training sandboxes reportedly can branch at any point
A team member says San Francisco Compute backs the system and will let users scale up without reservations as its large-scale clusters come online.
TLDR
A builder says their team has made reinforcement-learning sandboxes with full disk and memory snapshots that can branch at any point to train long-horizon AI agents. They claim snapshots and restores are fast enough to freeze sandboxes during tool calls, delivering “~7x” savings. They also say San Francisco Compute backs the system, with reservation-free scaling as its large-scale clusters come online.
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