~/talk

Keynote: Future-Proofing Confidential AI

Talkat Confidential Computing Summit 2026 · on Tuesday, 2026-06-23· at 09:40· Courtyard· [security, large-language-models]
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Cloud architecture adds hardware-enforced TEEs across CPUs and GPUs (H100, Blackwell B200, and new mid-size GPUs in public preview) and a confidential external key manager that gives customers key possession and per-agent auto keys. A live demo shows agents storing distilled memory to encrypted SSD and then deterministically crypto shreding long‑term memory by destroying keys. Intel reports AMX gives ~6x for small models, plans platform PQC support culminating in post-quantum by 2029, and promises line‑rate TDX connect attestation.

AI-written summary · about

  1. 0:00Confidential AI future
  2. 1:05Customer demands
  3. 2:33Hardware-backed compute evolution
  4. 4:02Sovereignty and post-quantum crypto
  5. 7:12Live demo: confidential AI agents
  6. 12:25Deterministic data destruction
  7. 13:07Intel TDX role
  8. 15:56Hardware isolation attestation
  9. 17:46Data sovereignty beyond geolocation
  10. 18:29Post-quantum crypto roadmap
  11. 19:12Future of confidential computing
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