AI Development
The 'Pelican Riding' Phenomenon in AI Coding Models: When Benchmark Optimization Ignores Real Development
We diagnose the 'pelican riding' phenomenon where AI coding models focus solely on improving benchmark scores like HumanEval, producing unexpected errors and security vulnerabilities in real development environments.