WHITE NOSE — the government counted a plague killing millions of bats, county by county, and never built you a way to watch it
My girlfriend Natasha rehabilitates bats in Des Moines, Iowa.
Tracking page for Week 3: every CSV submission gets a local content copy, canonical Substack link, demo link when supplied, and a code reference link without mirroring the code.

Builder
4 submissions
My girlfriend Natasha rehabilitates bats in Des Moines, Iowa.
The whole field this week has been building AI tools to query federal datasets — ask a chatbot a question, it reads the data, answers.
The government took $7,009,973,667,049 last year and never sent you a receipt. So I built one.
Builder
4 submissions
What the federal government knows about your neighborhood — EPA, Census, and FEMA data, synthesized by AI.
The FDA knows more about your drug than the label says. So does this app.
Type a company name, get an AI intelligence briefing on their federal contracts.
A rotating globe plots every earthquake in real time. Claude watches the seismic data and narrates what it sees.
Builder
6 submissions
In honor of the Ragbrai state.
Funny enough, I didn't add music.
I love the TV idea of this one.
How about more of a traditional zine view
I got a little token-max heavy and went a tad overboard.
Technically "cyberpunk" is part of punk.
Builder
3 submissions
Turning a Federal Spreadsheet into a Punk Atlas
Turning a consumer complaints database into a 3D exploration by state.
Week three Summer into AI punk themed data discovery around falling meteorites.
Builder
1 submission
I built a Data.Punk civic case file for Week 3 of Summer Into AI
Builder
1 submission
There’s a particular kind of rebellion in taking government data that was technically “made public” and actually making it public.
Calculated from summer-into-ai-week3-submissions.csv using the same assumptions as the Week 1 tracker and the Summer Into AI scoring rules. Every submitted Substack post earns +15 publishing points, including an article or embedded video with no separate app, demo URL, or code repository. Demo and code links add proof points and unlock the proof-backed bonuses.
| Rank | Participant | Scored Submissions | Total Points |
|---|---|---|---|
| 1 | Myles | 4 | 230 |
| 2 | Eric | 6 | 210 |
| 3 | Jake | 4 | 200 |
| 4 | Kyle | 3 | 150 |
| 5 | Evan | 1 | 35 |
| 5 | Heather | 1 | 35 |
Assumptions: every submitted Substack URL receives +15 publishing points even without a separate demo or repository; demo plus code receives +25 proof points, while demo-only or code-only receives +10. Proof-backed submissions also receive the +10 weekly theme bonus; Builds On Others=Y receives the +15 competitor-reference bonus; a populated Bonuses cell receives +5 extra-channel points; and the first proof-backed submission bonus follows CSV order. A Substack-only article or embedded video therefore scores 15 publishing points.