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Sharp Continuity Bound for Quantum Conditional Entropy

What is the optimal uniform continuity bound for quantum conditional entropy in trace distance, depending only on the dimension of the conditioned system? The sharp bound h2(δ)+δlog(d21)h_2(\delta) + \delta \log(d^2 - 1) up to δ=1d2\delta = 1 - d^{-2}, conjectured by Wilde, is proved.

Result
Proved
Status
Resolved
AI contribution
AI co-developed
Method
Argument
Field
Quantum information theory
Posed by
Mark M. Wilde
Year posed
Years open
Solved
2026-07-27
Model
ChatGPT-5.6 Sol
Vendor
OpenAI
Collaborators
Verification
Unreviewed
Publication
Preprint
Significance
10 / 100
Disclosed cost
Wikipedia
No dedicated article

What the AI did

The key proof idea, adapting the tight classical argument of Alhejji and Smith to the fully quantum setting, was developed with ChatGPT-5.6 Sol.

Verification

Five-author arXiv preprint. Not yet peer-reviewed.

Source

arXiv:2607.24687 - Sharp continuity of quantum conditional entropy

Discussion