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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 048: budget shots against calibration drift on `Benchmark suite scepticism cards` — memo `651905 [48]`

Lesson 048: Benchmark suite scepticism cards

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Benchmark suite scepticism cards:48 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-9
SECURITY_TAG: attest_bundle_1091
DRILL_ANCHOR: lesson 48-7
Stop if classical correlation backlog > 62 msgs without quorum ack.

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 48 Bump literals mindset by 17.