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Science & Health

The Trap of Stochastic Popularity

A language model can reason about medicine. It should never be the thing that picks the product.

Bio-logik-al · 2026-11-07 · David H. Friedel Jr.

The Locked Door

The land will become suitable. That is not the same as becoming farmable.

Mechanisms · 2026-11-03 · David H. Friedel Jr.

The GLP-1 Exit Problem

GLP-1 drugs work. Roughly 3–4 million Americans over 65 may be heading for the part nobody has studied: rapid weight loss, some muscle lost along with it, discontinuation, and substantial regain.

Bio-logik-al · 2026-10-05 · David H. Friedel Jr.

The Trap

Some of what warming gives, it gives only long enough to take back.

Mechanisms · 2026-08-24 · David H. Friedel Jr.

Twenty-Four Times a Year

Does repeated platelet donation produce systemic health benefit through hematopoietic renewal? Blood centers have run the experiment for four decades and never asked.

Bio-logik-al · 2026-08-15 · David H. Friedel Jr.

The Debt

The most dangerous climate signal is the one that feels like safety.

Mechanisms · 2026-08-14 · David H. Friedel Jr.

The Filter

Life finds a way. That is not the reassurance you think it is.

Mechanisms · 2026-08-13 · David H. Friedel Jr.

The Cell That Stopped Transmitting

The trait that best predicts cellular longevity is cell-cycle exit. Which means the safest rejuvenation may be the one that resets a cell and then permanently forbids it descendants.

Bio-logik-al · 2026-08-12 · David H. Friedel Jr.

Editor's pick

When the Builders Don't Die For five thousand years, every dynasty ended at the same biological constraint. That constraint is about to lift. David H. Friedel Jr. MarketAlly

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The Gate Cycle

Set the market conditions, then design a road and whether trust federates.

Symbey Try it From: The Road Becomes the Gate
Every number above is a lever

Set launch price, mass per kilowatt, economic life, build cost, and loss rate, then see break-even launch

Strikeline Try it From: The Number SpaceX Hasn't Filed
Open the door

Set the adaptation speed and watch whether the gap ever closes.

Mechanisms Try it From: The Locked Door
The Purpose Test

Set where sustained begins, how sensitive the hostility signal is, & where the line hits.

Symbey Try it From: The Purpose Test
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