First PrinciplesA Clean & Minimal Research JournalSubscribe
Small Models, Big Context
AI & ML

Small Models, Big Context

The frontier is quietly shifting from parameter count to context length. What a model can hold in mind may matter more than how much it knows.

by Dr. Priya Nair · June 24, 2026

The Grid Is the Climate Problem

We have the clean electrons. We cannot move them. The unglamorous bottleneck of transmission may decide the energy transition.

June 15, 2026

The Alignment Tax, Measured

Safety training was supposed to cost capability. New evaluations suggest the bill is smaller — and stranger — than anyone expected.

June 11, 2026

Causal Inference Comes of Age

Correlation has run the data economy for a decade. The tools to ask 'what if' are finally industrial-strength.

June 9, 2026

AI & ML · June 24, 2026

Small Models, Big Context

The frontier is quietly shifting from parameter count to context length. What a model can hold in mind may matter more than how much it knows.

Read More
The Alignment Tax, Measured

Neuroscience

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What the Sleeping Brain Throws Away

What the Sleeping Brain Throws Away

Sleep may be less about rest than about forgetting — the nightly pruning that keeps memory from drowning in its own detail.

by Dr. Marcus Feld · June 18, 2026

The Cortex as a Prediction Engine

The Cortex as a Prediction Engine

Predictive coding reframes perception as controlled hallucination. New recordings put the theory to its hardest test yet.

by Dr. Marcus Feld · May 21, 2026

The Grid Is the Climate Problem

The Grid Is the Climate Problem

We have the clean electrons. We cannot move them. The unglamorous bottleneck of transmission may decide the energy transition.

by Dr. Samuel Brandt · June 15, 2026

Carbon Removal at the Scale That Matters

Carbon Removal at the Scale That Matters

Direct air capture works in a press release. Making it work at gigatonne scale is a different physics — and economics — problem.

by Dr. Ade Okonkwo · May 7, 2026

Data Science

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Data Science · June 9, 2026

Causal Inference Comes of Age

Correlation has run the data economy for a decade. The tools to ask 'what if' are finally industrial-strength.

Read More
The Reproducibility Dividend