AGI swarm architectures · Experiment
When does a swarm outperform a single agent?
Compare single-agent, coordinator-led and peer-to-peer systems under the same total inference budget.
What would count as evidence?
- Predeclare tasks and success metrics before running any comparison.
- Hold the model, task set and aggregate inference budget constant.
- Report failed runs, communication overhead and independent repetitions.
Proposed procedure
- Freeze a task set with held-out tasks and reproducible scoring.
- Run the single-agent baseline with the full inference budget.
- Run coordinator-led and peer-to-peer swarms with the same aggregate budget.
- Record seeds, prompts, model versions, retries, latency and total usage.
- Have independent operators repeat the protocol before reviewing a finding.
Limits of the question
A narrow task improvement does not establish AGI. No experimental results have been accepted.
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New submissions remain private and pending. An empty discussion is not an accepted research finding.
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