Writings.

Prototreatise: Long-form, formalized, and sustained arguments on a core agenda. Not a treatise in the full sense of the word. Not a blog commentary too.

Commentary: An argument-driven responses to public discourse, institutional moves, essays, announcements, trends, or emerging debates.

Case Analysis: Close examinations of specific organizations, campaigns, statements, reports, platforms, essays, or communication artifacts as examples of larger strategic or theoretical problems.

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AI Risks & Capabilities

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)…

AI Risks & Capabilities

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…