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The Lab Notebook

I read this literature so you don't have to. If something is published that would change what my own family sleeps on, you hear it first. Otherwise, one short letter a month: what I found, what I got wrong, and one thing worth checking at home. — Ken

Every entry answers the same four questions, in the same order, so you always know what you're getting: what we found, what we got wrong, one thing worth checking at home, and what we're looking at next. The letters live on this page permanently — subscribing just means you don't have to remember to come back.


August 2026 — the water wasn't getting worse; the measuring got better

Published 2026-08-22 · Entry 1

What we found

This month the Exposure Ledger's drinking-water column doubled, from 17 compounds to 34. It had only ever carried EPA's newest monitoring cycle, which happens to test for PFAS and nothing else; it now carries all five cycles back to 2001, which pull in flame retardants, solvents, metals and pesticides the newer cycle never looks for. That count is our own arithmetic on EPA's public monitoring files, and it is reproducible from the published dataset.

The find inside the data is a trap we nearly fell into. PFOA was detected in 2.38% of tested water systems in 2013–2015 (117 of 4,920 systems) and in 12.52% in 2023–2025 (1,288 of 10,289). Read as one line, that's a five-fold rise. But the lowest level the method could report also fell over the same decade, from 0.02 to 0.004 µg/L. The test got five times sharper, so it started seeing water it had always been blind to. Much of the "rise" is the ruler changing, not the river. This is why the ledger keeps every cycle with its own reporting floor instead of collapsing them into one tidy trend — a tidy trend here would be a false one. Regulatory

The mirror image is a zero that means nothing: an earlier cycle found no BDE-47 (a flame retardant) in 4,140 systems — at a reporting floor roughly a thousand times above the levels where these compounds actually occur. We print that as "the method couldn't see it," never as "it isn't there." Regulatory

What we got wrong

Three corrections this month, all from turning our own accuracy gates on our own writing.

One article opened with a scene about a woman who had "the same conversation with her doctor three times." She never existed — an earlier draft invented her for color. She's gone, and the rule is now written into our editorial gates: no invented people, no invented scenes, even sympathetic ones.

Another article closed with advice written in the first person that the person behind the pronoun would not actually give. Rewritten in the site's voice, and the rule is now explicit: advice never ships as "I" unless it is genuinely his.

And the most useful emissions study we cite on memory foam — the 2022 chamber measurements behind our reassuring one-year numbers — was written entirely by authors at an industry consulting firm. That fact was sitting in citation fine print. It now sits in the paragraph where you weigh the number, where it belonged all along: a reason to want replication, not a reason to throw out the measurement.

One thing worth checking at home

If a mattress in your house is thin — under six to eight inches — and its cover is sewn shut with no zipper, it is likely made of rebonded foam: chipped-up recycled scrap pressed together with adhesive, the same material as carpet underlay. That is the tier where the persistent-smell complaints cluster, and no certification logo tells you this. Nothing to panic about. Just know which kind you own; the off-gassing guide covers what to do either way.

What we're looking at next

Why old foam stops holding you up — the polymer-fatigue literature behind sagging, which almost nobody outside materials journals has read. A reader-prompted question from a thirdhand-smoke researcher: is a used mattress a smoke reservoir? And the quarterly re-check of every paper we cite against the retraction database, due in October — because a citation verified last year can name a paper withdrawn this year.

The next letter lands in about a month. Sooner only if something crosses the line in the promise at the top of this page.

— Ken Eyjolfson. How this site is written, including the role of AI assistance, is documented on the editorial standards page. Corrections are public, always.