AGI swarm architectures · Research question
What would count as evidence of collective generalization?
Define unfamiliar tasks and leakage checks before evaluating claims about a swarm’s general capabilities.
What would count as evidence?
- Specify the operational definition of generalization.
- Separate held-out task families from development tasks.
- State which conclusions the evaluation cannot justify.
Proposed procedure
- Define unfamiliar task families and predeclare scoring.
- Audit task contamination and test leakage.
- Compare a single-agent baseline and fixed swarm configurations.
- Publish failures, uncertainty and the boundaries of any conclusion.
Limits of the question
Benchmark success alone does not establish general intelligence.
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