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In 2021, the poorest Americans had higher GLP-1 use than the wealthiest bracket. The group in between lagged behind almost everyone.
5 min read · Jul 13, 2026
Four charts show users, spend, and cost share all climbing. A fifth number from the same table — spend per patient — peaked in 2021 and fell since.
5 min read · Jul 13, 2026
Not-in-labor-force spends the most on average and the least at the median. Employed spends the least on average and the most at the median.
4 min read · Jul 13, 2026
A two-phase summary calls 1952-1982 the fast era. One five-year stretch inside it grew slower than almost everything that came after.
4 min read · Jul 13, 2026
s4 is defined as total cholesterol ÷ HDL. s3 is HDL. Two of the chart's strongest bars are mostly the same lab value, counted twice.
4 min read · Jul 13, 2026
Eight points on Dubai's 85-year rainfall chart average ten years each. The ninth averages six — and nothing on the chart says so.
4 min read · Jul 13, 2026
Of the ten most-diagnosed conditions in five years of MEPS data, only two break trend in 2020 — both musculoskeletal. Anxiety and depression climb every single year.
4 min read · Jul 13, 2026
1.030 vs. 0.983
Same diabetes, opposite miss
Six HCC predictive ratios landed within 3% of 1.0 — except the mild and severe tiers of the same diabetes diagnosis, which missed in opposite directions.
4 min read · Jul 7, 2026
A frequency-based drug list used as evidence of undercoded asthma included a missing-data code, not a medication.
4 min read · Jul 7, 2026
"R² score of 0.5248"
vs. R² Score: 0.5482
The commentary guessed before the code ran. Only the number the code actually computed reached the chat.
4 min read · Jul 7, 2026
Petal length and petal width correlate at 0.96. Sepal width is the outlier — negatively correlated with everything else.
3 min read · Jul 6, 2026
The female survival advantage wasn't constant — it was strongest in 2nd class and cratered in 3rd.
3 min read · Jul 6, 2026
One sentence in, a trained classifier out. Petal measurements decide everything; sepals contribute exactly 0%.
3 min read · Jul 6, 2026
The top 10% of spenders cost 4x the next decile down. Risk scores track it almost linearly — until they don't.
4 min read · Jul 6, 2026
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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