Beyond Market Intelligence/proof before reuse

proof before reuse

Beyond Market Intelligence keeps proof before reuse in one place: one story so far. The section currently leads with “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 proof before reuse 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.