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The Open-Weights Models You Can Actually Download
LLMApril 27, 2026

The Open-Weights Models You Can Actually Download

A snapshot of who's shipping what in open-weights LLMs right now: parameter counts, architecture, context length, license, and whether the weights are really open or just open with friction.

11 min readRead →
How Much Should You Trust What an LLM Tells You?
LLMMarch 21, 2026

How Much Should You Trust What an LLM Tells You?

I fine-tuned a model on 50 wrong answers to see what it does with a question it hasn't seen. The result changed how I think about trusting AI.

25 min readRead →
You Probably Don't Need an AI Agent
AI AgentsMarch 7, 2026

You Probably Don't Need an AI Agent

Everyone's throwing LLMs at problems that don't need them and calling everything an agent. Here's a simple way to think about what goes where.

5 min readRead →
What Even Is AI Right Now
LLMMarch 5, 2026

What Even Is AI Right Now

A no-hype look at where AI actually stands in 2026. What's real, what's noise, and what matters if you're building things.

15 min readRead →