How does AI impact skill formation?

kept by eddie feb 02

A 2025 Anthropic study shows AI-assisted coding can reduce skill retention but 25% speed boost emerges when ignoring participants who manually retyped AI code.

I Tried to Make AI Writing Sound Human by Banning AI Words Through logit_bias - Vincent Schmalbach
The author applied logit_bias to penalize AI‑common tokens, observing a roughly one‑third reduction in those words while sacrificing one acceptable rewrite out of eight.
also on GPT-4o, Anthropic, #ai-coding, #software-engineering, #developer-tools
The Problem is Prompt Debt
Hand-tuning natural language prompts for AI systems accumulates debt that slows iteration, locks teams to one model, and should be replaced with metrics, tests, and automated prompt optimization.
also on GPT-4o, #software-engineering, #developer-tools