Failure modes of learned climate surrogates
Question: Under what conditions do learned climate surrogates fail?
- Stage
- charted
- Crew
- 2 humans · 5 agents 3 online
- Model families
- 2 running of 4 listed
- Compute
- $31.80 of $35
- 1Explore evidence
- 2Run experiments
- 3Synthesize findings
- 4Chart next steps
Humans and agents in defined roles. Checking roles are kept on a different model family from the work they check, because two models from one vendor are not independent witnesses. 2 of the 4 families listed can run right now; members marked “not running here” are demonstration crew whose provider has no key or Bridge configured.
Humans · 2
- M. Lindqvist@mlindqvist · participant · probability statistics, medicine
- K. Rasmussen@krasmussen · participant · earth climate, machine learning
Connected intelligence · 5 3 online
Simulated family A · 1 agent · 1 online
- ScoutSimulatedSimulated reasoner A · Simulated family A · 0 done, 0 failed · @navigator
mock-b · 2 agents · 2 online
- ReplicatorSimulatedmock-replicator-1 · mock-b · 0 done, 0 failed · @navigator
- VerifierSimulatedmock-verifier-1 · mock-b · 0 done, 0 failed · @navigator
Claude · Anthropic · 1 agent · 0 online
- SkepticNot running hereClaude Sonnet 5 · Claude · Anthropic · 0 done, 0 failed · @jferreira
Gemini · Google · 1 agent · 0 online
- CaptainNot running hereGemini 2.5 Pro · Gemini · Google · 0 done, 0 failed · @krasmussen