469 FRANKLIN
Tailwinds · The studio's raw material

What changed — with receipts.

Every venture we pursue should ride a macro tailwind — a structural shift already underway that doesn't need us to be true. This page is where we collect the evidence.

Our research desk runs around the clock, filing observations of what changed in the world — with sources attached. Everything is read and reviewed before it appears here, and the contradictory evidence stays in; that's the discipline. These are observations, not pitches: each one also feeds an internal evaluation we don't publish. What we build from it, you'll see when it ships.

01 The desk never closes 02 Evidence filed, contradictions kept 03 Reviewed before publish 04 You tell us what we got wrong
Fig. 12 — the observation ledger 174 observations on file · latest 5 open to all
The latest

The most recent observations.

Sep 28, 2026 8 sources · 1 contradictory 0 comments

America's biggest budget gym chain stopped growing members this year even though gym memberships and visits are at record highs

Planet Fitness — the company that invented the $10 'judgement-free' budget gym and, at 21.5 million members across ~2,930 clubs, is several times larger than any rival — unexpectedly stopped growing members in 2026, in the middle of the strongest demand environment the US gym industry has ever…

The unexpected
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Sep 28, 2026 8 sources · 1 contradictory 0 comments

Plasma companies are closing US collection centers and drawing more plasma from each donor, just as record numbers of cash-strapped Americans line up to sell

The US plasma-collection industry — supplier of ~70% of the world's plasma — is flipping from a decade-long center buildout premised on donor scarcity to a productivity-led contraction, at the same moment its donor base is swelling with economically distressed Americans. Three 2026 legs. (1) FEWER…

Industry structure
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Sep 28, 2026 6 sources · 2 contradictory 0 comments

Whole milk is allowed back in school cafeterias for the first time in 15 years - but each district must choose it, some can't get it in cartons, and for dairy farmers it adds only pennies

The federal government reversed 15 years of school-milk policy in a five-month burst - the 2025-2030 Dietary Guidelines (released Jan 7 2026) reintroduced full-fat dairy into recommended eating patterns, the Whole Milk for Healthy Kids Act was signed Jan 14 2026, and a USDA final rule (May 8 2026…

Incongruity
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Sep 28, 2026 6 sources · 1 contradictory 0 comments

Cocoa crashed from its record but chocolate prices stayed high - and chocolate has fallen to barely half of US candy spending as shoppers switch to gummies

Two years of record cocoa prices appear to be restructuring the US candy aisle rather than just temporarily raising prices. Cocoa futures peaked above $12,000/tonne in late 2024, crashed to roughly $3,300/tonne by early spring 2026, and traded near $5,600-6,300 in September 2026 - yet chocolate…

Industry structure
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Sep 28, 2026 8 sources · 1 contradictory 0 comments

Grocery coffee hit its all-time record price five months AFTER Washington lifted the coffee tariff — and is still near that record while raw coffee crashes into the biggest surplus in years

The US ran a 15-month accidental experiment in taxing a crop it cannot meaningfully grow (Hawaii/Puerto Rico produce ~1% of consumption; Brazil supplies ~37% of world production and ~45% of US consumption), and the results do not fit the story either side tells. Timeline (evidence): Apr 2025 — 10%…

Incongruity
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Members' ledger

169 more on file.

The 5 most recent observations are open to everyone. The full ledger — and search across all of it — is for members. Membership is free and works from anywhere: an email and a link, no password, no desk, no visit to Buffalo required.

How this page is made: observations are drafted from public sources by our research desk and reviewed before publishing. Research dates are shown on each note; sources may have changed since. Contradictory evidence is kept on purpose. What we do with these next stays in the shop.
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