AI Risks & Capabilities

Writing on the risks and capabilities of AI for public education.

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Can An LLM Become Self-Confident?

May 2026 · 35 min read

Consistently Sound AI Judgment In Human-AI Collaborations Using Systematically Progressive Interactional Protocols Advancements in ML/AI research, such as the transformer architecture (Vaswani et al., 2017)…

AGI Is Here!

April 2026 · 23 min read

Wait. Maybe Not. But AGI Is Near. A couple of months ago, the news of Claude writing a final note about it tending a tomato…