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Quantum AI Advanced — 031: stress-test transpilation ladders on `Fault tolerance literacy drills` — memo `153942 [31]`

Lesson 031: Fault tolerance literacy drills

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Fault tolerance literacy drills:31 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Teleport / networking rehearsal

STAGE_ORDER: distill -> bell_pair -> bm_classical_corr -> pauli_fix
LATENCY_NOTE: mailbox_ids MBOX-6
SECURITY_TAG: attest_bundle_31
DRILL_ANCHOR: lesson 31-0
Stop if classical correlation backlog > 59 msgs without quorum ack.

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 31 Bump literals mindset by 6.