I'm teaching an introductory 12 week course on Quantum Oracle Engineering

Choose the problem, build the oracle 1. A different computer most AI problems don’t qualify CPU, GPU, QPU: different jobs for AI search, test one lever: coherent precision three questions to ask first famous overpromises, dissected knowing when to walk away 2. The Monte Carlo speedup the folklore, with fine print the trick: precision on averages how the square root actually happens a query-counting proof: classical can’t keep up Go flunks, a sampled bandit flunks so we invented a game of close calls 3. Ship it “assume the oracle exists,” says every paper we stop assuming and build it, gate by gate a game board made of qubits all the randomness, loaded up front picking moves without skewing the odds the scratch work starts piling up 4. Reversible by design the finished circuit must run backward every cell updates at once, or bugs the self-flip trap snapshot the board, then swap one qubit holds the score the full bill, in qubits Make it correct 5. Garbage collection there is no delete leftover junk stays tied to your answer and quietly poisons it forgetting means undoing history compute, use, uncompute clean scratch still doesn’t mean right answer 6. Measure to erase the rule every course teaches: never peek production circuits peek anyway measure the garbage on purpose patch the damage with phase fixes cheapest eraser there is machine-checked rules for when it’s safe 7. Calling conventions scratch you can use but never inspect clean, borrowed, conditionally clean returning it as you found it isn’t enough promises checked where blocks meet Rust’s borrow checker, but for qubits mismatched promises, no deal 8. Proof-carrying circuits circuits that ace every test, wrongly hidden phases, invisible to truth tables checking everything costs 2^n escape hatch: one proof per circuit family every block ships with a seal, checked in milliseconds strangers’ code, safely composed Price it, test it, judge it 9. Where the quantum lives every page is a classical drawing the animation is impossible each step has a classical model; they refuse to glue one story per step, no story overall where the quantum actually lives and the gap has a price, in coherent memory 10. All or nothing buying in bulk should get cheaper it doesn’t: qubits of memory, zero or linear, nothing between no amortizing, no compressing, no caching copy 1,000,000 costs what copy 1 cost a theorem, not a hunch why the flipbook can’t be fixed 11. Test, don’t trust a tabletop test for quantum claims no lab, no tomography fakers pay the qubit memory bill or fold any implementation, no peeking inside benchmarks that can’t be gamed pretenders fail exponentially fast 12. Audit the next claim the reigning faith of the AI era what the evidence says where quantum could fit in AI lesson 1’s questions, aimed at the headlines wall-clock math, not gut feel how to judge the next miracle