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Notes on the work: what the research is actually asking, where the systems draw their boundaries, and what I expect to be true a year from now.
Can quantum control be certified without a unique model?
A restricted measurement can leave several Hamiltonians compatible with the data. My one-qubit study asks what control performance can still be guaranteed.
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Decision models: when the answer is a probability
TypeSafe’s Jev puts typed decisions inside software. The interesting question is how probabilities become actions that code can govern.
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Harness engineering: the system around the model
A capable model can propose an action. A reliable system must control it, verify the result and know when to stop.
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Reading a preprint honestly
A preprint is a real contribution and it has not been reviewed. Both halves of that sentence are load-bearing.
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What I expect from hybrid systems in 2027
Four predictions with dates and failure conditions attached, so they can be checked against next year.
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