AI & Society

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How to Canary and Roll Back Model, Prompt, or Tool Changes Without Breaking Production

TL;DR Treat every production AI change as a versioned behavior release, not as an isolated model, prompt, or tool edit. Package the model identifier, prompt content, tool schemas, retrieval settings, policy, runtime code, and evaluation thresholds into one immutable release bundle. Prove the candidate offline, replay production traffic in shadow mode without side effects, move […]

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Hyundai claims humanoid robot plan is not part of talks with striking workers

Hyundai Motor Company’s plan to put humanoid robots to work by 2028 is not part of current negotiations with striking South Korean autoworkers, according to the company. The automaker is disputing news reports that partial labor strikes by the Hyundai Motor union at the world’s largest automotive plant in South Korea were spurred by concerns

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