Beyond Market Intelligence/skill learning

skill learning

skill learning at Beyond Market Intelligence is a file of one story. The newest of them: “When Agents Retain Bad Habits, a Simple Filter Keeps Skills Clean”. A single poisoned line can slip into a coding agent's learned skills, and naive memory systems will happily serve it back. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every skill learning story on Beyond Market Intelligence, newest first.

When Agents Retain Bad Habits, a Simple Filter Keeps Skills Clean
Machine Learning

When Agents Retain Bad Habits, a Simple Filter Keeps Skills Clean

A single poisoned line can slip into a coding agent's learned skills, and naive memory systems will happily serve it back. This study shows that demanding proof before reuse, where a skill only becomes available after two clean sessions reproduce the same change, eliminates exposure entirely. That's a practical, testable trust signal. The sample is small and the result isn't statistically significant, but the transparency here is refreshing.