Why Determinism still matters in the age of AI Verification

Why Determinism still matters in the age of AI verification The semiconductor industry faces increasing pressure to accelerate verification cycles while maintaining functional correctness. Recent advances in large language models have sparked interest in AI-generated assertions for formal verification. However, AI-generated assertions introduce quality risks that can undermine verification reliability: they may drift semantically between …

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Training Topics

  1. Abstraction vectors (time, functionality)
  2. AIP for protocols
  3. AIP orchestration
  4. BMC & IPG, invariants
  5. Codestyle
  6. Completeness
  7. Liveness property, safety property
  8. Non-determinism (abstraction technique)
  9. Response generation (abstraction technique)
  10. Scoreboard (abstraction technique)
  11. Signal cutting, blackboxing
  12. State space explosion and mitigation techniques
  13. SVA fundamentals
  14. Whitebox checking, blackbox checking, greybox checking
  15. Witness, vacuity, reachability

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