EEG can label a robot trainer’s surprise, effort or error. Should workers be able to correct those AI labels before they become workplace data?
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Google found Gemini use across 68% of occupations, but only 21% of tasks in the median job. What should employers prove before calling that transformation?
Gritt’s solar robot removes a 100-pound overhead lift and claims much higher output. Does the crew get a safer day, or simply a faster target?
Robot AI can adapt when a gripper or tool changes mid-task. What physical lock, identity, and low-force checks should happen before it moves again?
Cumulative totals can hide a weakening AI pilot. What period-by-period numbers should every workplace AI dashboard show?
OpenAI’s Codex Micro makes AI task status visible on glowing keys. Would one physical ‘needs you’ light cut app checking or add another alert?
Bluesky’s Attie can research trends across the open social web. Should AI social research also show which people and viewpoints its summary may have missed?
A 360-degree headset can collect useful robot-training data while also recording everyone nearby. What should bystanders be able to see and stop?
A polished AI daily briefing can still add another thing to check. The useful test is whether it retires alerts, app opens, and repeated reminders.
Poke’s acquisition raises a plain trust question: should a personal AI assistant reintroduce itself when its owner, models or memory systems change?