Vol.030 — Connecting Dots for Future AI Use for Business
Date: 2026-05-19 | Newsletter
Key Summary
Three data points from the same week tell the full arc of the current AI-workforce moment. A Chinese QA supervisor named Zhou trained the LLM that later replaced him, refused a 40% pay cut, was terminated with a ¥311,695 severance, sued, and won — with the Hangzhou court ruling that AI-driven replacement does not meet the legal threshold for “major change in objective circumstances” under China’s Labour Contract Law. Cisco posted record Q3 revenue of $15.8 billion and simultaneously announced roughly 4,000 layoffs, with its CFO’s line that this was “really not a savings driven restructure” doing real work for Wall Street while saying little to employees. Meanwhile on r/cscareerquestions, a viral thread described 4 engineers now doing the work of 12, “basically babysitting AI output all day, fixing hallucinated code.” Zenta maps each ASEAN jurisdiction’s position on the Cut/Babysit/Get Sued sequence, noting Singapore is accumulating toward a framework, Vietnam will likely follow the China path, and Japan already front-loaded the labour protection decades ago. The practical guidance from Functional AI Partners: start AI adoption early at small scale on bounded use cases, before legal constraints reshape the room to manoeuvre, but do not run the Cisco play in miniature. Do it simple. Move early, stay small, play clean.