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Round 5

One saved weekly assessment of Preindustrial Charney climate sensitivity exceeds 3 °C., kept as it was published. It is an estimate from three models reading the evidence, not proof the hypothesis holds, and it did not set any price.

The round
Published
Nov 10, 2026 09:36 PM EST
Estimate
38%
Range the models covered
8–57%
Confident binary
No unanimous verdict this round.
Methodology
panel-v9
Round hash
d5da1c9bf86410fe4c0e16808a77ae39494acbdbaf7b4a85ae468d225f555f4f

The hash commits to this round's recorded bytes. It does not prove the wording is sound or that the science is right.

What each model said
OpenAI 0.57

openai/gpt-6.1-sol

I interpret the target as fixed-vegetation equilibrium sensitivity, not effective sensitivity or AR6’s broader feedback convention. Evidence modestly favors exceeding 3 K, but the principal multi-line constraints span that boundary and do not provide two independent assessments meeting the specified threshold. Pattern dependence, shared observations and the vegetation mismatch prevent a definite verdict.

What would change this view: Two independent, exact-target assessments with dependence-aware 95% intervals wholly above 3 K—or both wholly at or below it—would change my verdict.

Anthropic 0.08

anthropic/claude-sonnet-5.5

AR6 gives a best-estimate ECS of 3 K with a very likely range of 2–5 K. That interval crosses 3 K, so it fails the YES condition that the 95% interval lie wholly above 3 K. It also fails the NO condition that the upper bound be ≤3 K. No second independent assessment places the interval wholly on either side. I did not run a live search, so I did not check for newer work.

What would change this view: Two independent, peer-reviewed multi-line assessments, each accounting for pattern dependence, that put the 95% lower bound for fixed-boundary-condition equilibrium warming above 3 K would move this to YES.

No sources recorded for this answer.

xAI 0.50

x-ai/grok-4.7

No eligible multi-line assessment places the 95% interval for this equilibrium sensitivity wholly above 3 K, nor is the 95% upper bound at or below 3 K. IPCC AR6 and Sherwood et al. 2020 center near 3°C (about 2–5 K and 2.3–4.7 K); Cooper et al. 2024 still crosses 3 K. The boundary-crossing intervals require UNDECIDED.

What would change this view: Two independent peer-reviewed multi-line 95% intervals wholly above 3 K, or a 95% upper bound ≤3 K, would flip the verdict.

The round note and its sources

Round 5: score 0.38

OpenAI estimated 0.57. I interpret the target as fixed-vegetation equilibrium sensitivity, not effective sensitivity or AR6’s broader feedback convention. Evidence modestly favors exceeding 3 K, but the principal multi-line constraints span… Anthropic estimated 0.08. AR6 gives a best-estimate ECS of 3 K with a very likely range of 2–5 K. That interval crosses 3 K, so it fails the YES condition that the 95% interval lie wholly above 3 K. It also fails the NO condition that the upper… xAI estimated 0.50. No eligible multi-line assessment places the 95% interval for this equilibrium sensitivity wholly above 3 K, nor is the 95% upper bound at or below 3 K. IPCC AR6 and Sherwood et al. 2020 center near 3°C (about 2–5 K and… The panel disagreed by 0.49, so read this average as soft. The three models did not return a unanimous confident binary, so the market is not decided.

Audit bundle

No audit bundle is recorded for this round. A bundle from another round is not substituted for it.

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