The tree · Contact Clause · Happens to the world · Could be decided within 5 to 20 years

Humans learn from it

Not yet

Beyond receiving a result: humans come to understand something conceptual they could not have reached, in a way that changes how human science is done.

The test: what counts as it having happened

A concept or method that originated with an artificial system, and that the record shows human researchers had not reached, is adopted as a standard part of how a scientific field works: explained in human terms in the literature and taught in at least two independently authored textbooks, or used in the majority of new papers, in a field named when the node is judged.

Settled by: The field's textbooks and publication record

The odds, by how long I live

baselineto 2071 ± 8moderateto 2080strongto 2095radicalto 2136openno deadline
80%88%93%96%97%

Each column is a different guess at how long I live, from current trends (baseline) to open-ended. The number is the chance this happens before that deadline, assuming everything it depends on happens first. As of September 20th, 2026.

Why these numbers: Adoption lags production by a decade or two, but forty-five years is long enough for one field to reorganise around one machine-born method. Re-estimated September 20th, 2026 with C1 in its machine-originated-idea form: that condition is what this number always assumed, so it stands. Proposed by Claude September 20th, 2026, I accepted.

What this one is worth

Nothing. The headline number does not rest on this step at any remove, so however it turns out, the chance that I live and work off Earth does not change. That is not a judgement that it does not matter. It is what the tree says: this step feeds a tier above the one the headline asks about, or sits beside the equation rather than in it.

What the ledger says about this step

The last 3 checks

Once a week the tree is read against the news, node by node, against the test above. Open a line to see what that week held. Every check ever made on this node is on the Radar page.

  • 2026-11-01 Nothing new

    No evidence of a machine-originated concept taught in two independent textbooks or used in most new papers. Only AlphaFold usage and a graduate course were found, which are tool use and not a concept adopted from the machine.

  • 2026-10-04 Nothing new

    No new evidence of an AI-originated concept reaching the two-textbook or majority-of-papers bar in a named field; results were general AlphaFold and AlphaEvolve background.

  • 2026-09-19 Nothing new

    No event in the window shows a specific AI-originated concept, one humans had not reached, crossing into textbook or majority-of-papers status; AlphaFold's roughly 40 percent share of new protein structures and broad tool adoption are pre-existing gradual trends, not a new event, and AlphaFold is a tool humans could in principle have built rather than a concept AI originated beyond human reach.

Revisions

DateFieldFromToWhy
2026-09-19 resolution 'adopted ... as evidenced by its use in textbooks or in the majority of new papers in that field' explained in human terms in the literature and taught in at least two independently authored textbooks, or used in the majority of new papers, in a field named when the node is judged Step 27 outside-model review, item 91 (docs/reviews/2026-09-19-rulings.md): textbook inclusion need not show understanding, and 'textbooks' and the field were unspecified. Decided September 19th, 2026.
2026-09-20 probability 0.80 / 0.88 / 0.93 / 0.96 / 0.97 0.80 / 0.88 / 0.93 / 0.96 / 0.97 (re-estimated, unchanged) Step 27 outside-model review, item 92 (docs/reviews/2026-09-19-rulings.md), held for re-estimation after item 90: the reviewer's cut assumed C1 could be met by a brute-force proof that teaches nothing; with C1 reworded to a machine-originated idea, the condition is the one the number assumed, so it stands. Proposed September 20th, 2026, I accepted.

Think this estimate is wrong? Here's how to tell me, and what happens next. The record itself is data/C-contact.toml in the public repository.