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Public story · 2026-03-10 · source-backed
Reveals the "iterative refinement paradox": as models iteratively improve code for functional correctness, security properties silently degrade. Introduces counterexample-guided synthesis to maintain security invariants. Directly relevant to anyone using AI code iteration workflows. arXiv 2603.08520
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