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Loading 16M+ rows of SEC holdings data and auto-generating data notes to understand the structure.
4 min watch · Jan 2026
"Start now with messy data.
Document as you go."
The old model was: clean → document → analyze. AI makes it iterative.
5 min read · Mar 14, 2026
6,000+ exoplanets analyzed. The code was right. The commentary hallucinated.
4 min read · Dec 21, 2025
Domain expertise loaded at runtime. Expert-quality climate analysis without being an expert.
3 min read · Dec 26, 2025
Raw FITS astrophotography in. Enhanced Orion Nebula out. 15 minutes instead of hours.
2 min read · Jan 15, 2026
Our AI future isn't written. The choices we make now about what to build shape the next decade.
3 min read · Jan 7, 2026
"50 apps for 50 problems
isn't scale — it's bloat."
AI makes narrow apps trivial to build. One harness, many solutions on demand, is the better path.
2 min read · Jan 14, 2026
"Train on one model's tools,
and their pricing becomes yours."
AI labs are building moats with proprietary tooling. Here's why that threatens your margins.
3 min read · Jan 17, 2026
"True intelligence knows
when not to think too hard."
Agents burning 50,000 tokens to answer questions that need 50. Efficiency is a form of intelligence.
5 min read · Sep 17, 2025
Everything above was done with VerbaGPT. No SQL. No code. Just questions.
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