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Professional Development – 2025 – Week 23

Image Credit: https://www.flickr.com/photos/54585499@N04/

AI

GitHub Copilot Coding Agent

If you manage/track issues in GitHub, you can assign them to Copilot. Once complete, it creates a PR with its changes.

Advanced AI suffers ‘complete accuracy collapse’ in face of complex problems, study finds

“Apple said in a paper published at the weekend that large reasoning models (LRMs) – an advanced form of AI – faced a ‘complete accuracy collapse’ when presented with highly complex problems.”

Personal Development

The Happiness Trap: How to Stop Struggling and Start Living (2nd ed)

I’m learning more about ACT (acceptance and commitment therapy). This book provides several practical examples to help recognize and redirect unhelpful emotions. The three main tenets are (1) be present, (2) open up, and (3) do what matters, the latter focusing on defining success as living your values rather than achieving goals.

Risk

Organizations Aren’t Ready for the Risks of Agentic AI

This article defines the types of AI — e.g., narrow, generative, multi-modal, agentic — and common ways of managing risk for those types of systems. The call to action is for companies to understand and address these risks now before they become too complex and an “ethical nightmare” occurs.

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