vibe-ic's ESD-presence classifier decides from cell-name tokens only (clamp/gpiov2/hvc/lvc/esd): no GF180 IO cell carries those tokens, so a whole gf180mcu pad ring is reported ESD MISSING even though the PDK's own netlist shows integral ESD devices on the PAD net. A false MISSING trains reviewers to ignore the row.
From the Grok ProductFlo pain-radar digest, Oct 20 2026. Verified live 2026-10-20: full issue read with PDK netlist evidence (drain-SAB ESD transistor on the PAD net, RC-triggered rail clamp); proposed fix classifies from the IO library netlist.