The feed.

01 — The exhibit

In 2025 the Chicago Sun-Times published a summer reading list. Ten of the fifteen books did not exist. Real authors, invented titles, plausible blurbs — printed in a real newspaper.

02 — The tell: it reads perfectly

There is no grammatical seam, no weird phrasing, nothing a copy editor would catch. The text is exactly as fluent as the five real entries, because fluency and truth are produced by different parts of the process.

03 — The tell: plausible, not checkable

Each fake pairs a real author with a title that sounds like something they'd write. It's built to survive a skim and collapse under one search. Nobody ran the search.

04 — Why it fools people

A reading list is a low-stakes artifact, so it inherits the trust of the masthead around it. The format says 'someone chose these.' The pipeline never had a step where anyone chose anything.

05 — The fix

Titles are checkable against a catalogue. Bind every title to an ISBN lookup and make the pipeline refuse to emit an entry that doesn't resolve. Not a prompt asking for real books — a gate that drops unresolvable rows before they reach a page.

06 — The receipt

Attach the gate log from the run that dropped the unresolvable rows. If there's no log, there's no claim.

01 — Confident, no source

If it states a number or a name with total confidence and can't point to where it came from, treat it as fiction until proven otherwise.

02 — Rounded everything

Real data is messy. Suspiciously clean stats (‘over 10,000 users’, ‘3x growth’) are usually the model reaching for a plausible shape.

03 — Timeless voice

It reads like it could've been written any year. Real editorial has a now to it — a reference, a tension, a point of view.

04 — Every brand sounds the same

Drop the logo and you can't tell whose it is. That's drift. A voice spec is the fix, not more prompting.

05 — No one would disagree

If a take is safe enough that literally nobody would push back, it isn't a take. Ship a point of view or don't ship.

01 — Separate the spec from the system

The pipeline is the constant. Voice, palette, pillars and gates are the variables. If they're tangled, you built a one-off.

02 — Re-skin, don't rebuild

A second brand should take a fraction of the time. If it doesn't, the first build wasn't really an architecture.

03 — Gates travel, taste doesn't

Verification rules port cleanly. Editorial taste has to be re-specced per brand — that's the part worth your actual attention.