Generates loop invariants for program verification
Counterexample-Guided Inductive Synthesis (CEGIS) loop generating code expressions matching specifications
Counterexample-Guided Inductive Synthesis (CEGIS) loop generating code expressions matching specifications
UAV control with formal guarantees
Pine tool. Detailed description of the technique can be found in the paper "Counterexample- and Simulation-Guided Floating-Point Loop Invariant Synthesis" A.Izycheva, E.Darulova, H.Seidl, SAS'20
Training reliable AI models with neuro-symbolic verification and constraint-guided learning.
CertOpt: Certifying SQL Rewrites via Counterexample-Guided Synthesis
Math doesn't hallucinate. Formal verification for AI-generated Python code.
A Neuro-Symbolic Cyber Range Compiler bridging Large Language Models with Z3 Formal Verification.
Autonomous neuro-symbolic research agent synthesizing, verifying, and sandboxing algorithms with FunSearch, CEGIS (Z3), Lean 4 proofs, and Wasmtime JIT
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