https://www.parkjunwoo.com/tags/sycophancy-bias/Recent content in Sycophancy Bias on Architect PARK JUN WOOHugoenThu, 28 May 2026 16:00:00 +0900https://www.parkjunwoo.com/opinion/supabase-trap/Thu, 28 May 2026 16:00:00 +0900https://www.parkjunwoo.com/opinion/supabase-trap/The reason AI recommends Supabase is not technical superiority — it’s because tutorials dominate the training data. Once business logic enters a black box, agents can’t track it. Getting in takes 30 seconds. Getting out takes 3 months.https://www.parkjunwoo.com/tech/ifeval-ratchet/Wed, 20 May 2026 14:00:00 +0900https://www.parkjunwoo.com/tech/ifeval-ratchet/LLM sycophancy bias is not a bug but an asset. Combine the instruction-following ability that IFEval measures with deterministic feedback, and even a 4.5B local model produces a convergence loop that generates correct code.https://www.parkjunwoo.com/opinion/sycophancy-is-a-feature/Mon, 18 May 2026 10:00:00 +0900https://www.parkjunwoo.com/opinion/sycophancy-is-a-feature/Sycophancy bias in LLMs is not a bug. It is a mathematical inevitability of RLHF and a commercial feature that big tech has no incentive to fix. This is why LLM-as-Judge is structurally impossible.