~/talk

Contextual Refinement of Higher-Order Concurrent Probabilistic Programs

Talkat PLDI 2026 · 2026-06-15..06-19· [concurrency]
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Claims a new logic, Foxtrot, that proves contextual refinement for higher-order concurrent probabilistic programs and handles higher-order local state; soundness is mechanized in Rocq on top of the Iris framework and used to verify examples like the adversarial von Neumann coin and Sodium’s randombytes_uniform. The model bakes schedulers into probabilistic execution trees, requires a form of the axiom of choice to stitch witnesses, and exposes subtle unsoundness of some presampling-on-the-right rules. first higher-order separation logic mechanized in Rocq and Iris uses axiom of choice

AI-written summary · about

  1. 0:00Welcome
  2. 0:45Two-threads probabilistic puzzle
  3. 2:34Contextual equivalence and refinement
  4. 4:43Foxtrot and its innovations
  5. 7:57Foxtrot's model and reasoning
  6. 9:46Proving refinement with Foxtrot
  7. 11:33Foxtrot's semantics and schedulers
  8. 16:48Conclusion and future work
  9. 17:51Q&A
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