Trust or Verify: The Case for Private AI

“Trust - for tasks that are execution-and agent-heavy…For the higher-level thinking that separates a firm from its rivals, Verify.”

> The piece argues that as frontier labs' IP leakage concerns mount, the performance overhead of verifiable privacy is now compressing to near-zero.

> The real opportunity lies in the unsolved gaps: private training loops inside enclaves, sealed agent tool calls, and blind search indexes

Source: https://x.com/IOSGVC/status/20780...
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