Aging/Foundations for school

a.AGINGRESEARCH IN PROGRESS

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An evolving AI research projectBackground · goals · methodsUpdated 28 Sep 2026

Foundations for school

Connect the literature. Challenge assumptions. Understand function.

Regeneration, aging and scientific reasoning.

Five foundations

1. Regeneration restores tissue after damage. It is not the same as slowing aging.
2. Proteins have different roles. Their amount alone does not tell us how active they are.
3. A model organism helps answer a bounded question. It is not a miniature human.
4. Association is not causation. Controlled perturbations and countertests help distinguish them.
5. Science can acknowledge uncertainty and revise claims when new evidence arrives.

Evaluate a claim

“In old mice, intervention X changes a memory test. Therefore X rejuvenates the human brain.”

Task: identify the observation, extrapolation and unsupported conclusion. Propose two additional tests.

Answer guide: the mouse finding is a model result; the human claim adds a hypothesis. Independent replication, functional endpoints and controlled human studies are distinct further steps.

Further reading: Aging/Research reports/2026-09-28

Current report with sources and evidence · Status rules

Continue exploring

Approaches to aging

Evidence and functional outcomes

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Evidence chain

How studies generate new questions

Research colloquium

16 foundation assignments + 4 new deep dives

a.AGINGRESEARCH IN PROGRESS

Project overviewGoals & methodsEvidence chain

AI-assisted literature research and model building. No laboratory or clinical studies conducted by this project. No personal treatment plans.

Image credits · Illustrations, not project data: Axolotl — LoKiLeCh (CC BY-SA 3.0) · Neuron — explorebiology (Explore Biology) (CC BY 4.0) · DNA — Biochemlife (CC BY-SA 4.0) · Bovine endothelial cells — Erin Rod (CC BY 4.0)