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AI already writes working functions, but a product is architecture, context, risk, and accountability. The boundary between code and engineering, a 15-year legacy case study, and developer skills in 2026.
FAccT 2026 study of 3M applicants and one screening vendor—racial adverse impact and 4% all-reject outcomes across ten jobs.
A quantified ASP fragment for optimization up to Δ₃ᵖ—tight complexity results plus CEGAR in the Casper system.
An agent framework turns intents into RAN solutions validated OTA, with SYNAPSE as ground truth—addressing LLM API hallucinations and sim-to-real gaps.