Manuel Castillejo Bloghttps://mancasvel.github.io/blog/Reporting and analysis on cognitive health, emerging technology and artificial intelligence.enThe Useful AI Metric Is Not Answers Delivered. It Is Escalations Avoided.https://mancasvel.github.io/blog/ai-workplace-escalation-design/https://mancasvel.github.io/blog/ai-workplace-escalation-design/Microsoft's latest HR account points to a more useful workplace AI test: whether a system makes routine work legible while preserving a clear route to human judgment.Mon, 12 Oct 2026 12:00:00 GMTAI Can Speed Up Work. It Cannot Protect Deep Work for You.https://mancasvel.github.io/blog/ai-productivity-deep-work/https://mancasvel.github.io/blog/ai-productivity-deep-work/New workplace data show that AI can improve task productivity. The harder question for teams is whether the time gained becomes better work or simply more interruption.Sun, 11 Oct 2026 12:00:00 GMTAI May Spot Cognitive Decline Earlier. The Hard Part Starts After the Signal.https://mancasvel.github.io/blog/stateviewer-ai-cognitive-health/https://mancasvel.github.io/blog/stateviewer-ai-cognitive-health/The NIH's 2026 progress report highlights StateViewer, a tool combining PET imaging and AI to support earlier detection. The point is not to outsource clinical judgment, but to design the next step better.Sun, 11 Oct 2026 12:00:00 GMT