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This has to be some sort of record. Competition posted 8am. First app over lunch 😂

A short Summer Into AI signal: the Week 3 dataset challenge produced a participant app almost immediately after launch.

Source note: Originally published on Eric's Advisory Hour Substack. Read the canonical note or subscribe to Advisory Hour.

The note

This has to be some sort of record. Competition posted 8am. First app over lunch 😂

The first Week 3 build

The attached post points to Myles's rapid response to the Week 3 data challenge: a public-data app around white-nose syndrome and bat mortality. The timing is the point of the note — the competition prompt went live in the morning, and an app-sized response showed up by lunch.

White Nose project cover image showing bats and a county-by-county data visualization theme
Locally mirrored cover image from the linked Myles / Merlin Forge Substack post.
Myles / Merlin Forge 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.

Competition signal: Summer Into AI is producing exactly the kind of compressed build loop it is meant to test: public prompt, public data, public artifact, and public receipts in the same day.

Original source

This local copy preserves the public Substack note text, the attached-public-post context, and locally mirrored cover media for the Summer Into AI 2026 competition section. Canonical Substack URL: https://substack.com/@advisoryhour/note/c-285000046.