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Thoughts

Insights, reflections, and ideas on AI, technology, and research

Mar 23 2025
Article

The Three-Layer Spectrum of Consciousness

A unified theory of consciousness as a continuous gradient with three overlapping regions: Reaction, Reflection, and Self.
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Jun 24 2024
Article

Fitting in Intelligence

A framing of intelligence as next-token prediction, and how this perspective guides the path to AGI.
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Apr 29 2024
Article

To the technologist belong the spoils!

When information processing cost is brought down by orders of magnitude, education becomes more targeted and connection becomes more valuable than memorization.
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Apr 27 2024
Article

In the beginning, there was the Perceptron

The humble Perceptron introduced the concept of activation functions and demonstrated how simplicity can compound into powerful non-linear solutions.
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Mar 15 2024
Article

RLHF - How It Really Works

A deep dive into Reinforcement Learning from Human Feedback, how it actually works in practice, and its limitations.
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