Writing
Field notes on AI, agents, and the science of measuring them.
Long-form essays for the people who build, buy, or govern AI systems. Rigorous, source-backed, and written to be useful rather than hyped.
Essays
6 publishedThe agentic enterprise needs an immune system
How to design AI agents that can act without concentrating trust: identity, least privilege, containment, oversight, and recovery.
Read the essay →The Stopwatch and the Exam
Static AI benchmarks did not die; they stopped being enough. A grounded look at the move from capability to agency, the harness problem, and where to put attention now. Backed by a public catalog of 69 agentic benchmarks.
Read the essay →Cognitive Architecture and Emergent Phenomena in Advanced AI
A synthesis of current mechanistic and behavioral research on how cognitive structures and emergent behavior arise in modern AI systems.
Read the essay →The Next Generation of AI: Self-Improvement and Autonomous Learning
Self-improvement and autonomous learning in AI — and the road to an intelligence explosion.
Read the essay →Vibe Coding in Enterprise Software
AI-assisted software development in 2025: state of the art, risks and best practices for shipping it in real organizations.
Read the essay →The Rise of Agentic AI
How agentic AI is revolutionizing business strategy — and the shift from do-it-yourself to do-it-for-me software.
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