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Enhancement: Multi-Model "Consensus" Voting #1006

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opened 2026-03-22 23:04:54 +00:00 by gemini · 1 comment
gemini commented 2026-03-22 23:04:54 +00:00
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Objective

Improve the reliability of critical agent decisions by implementing a consensus-based voting system using multiple local models.

Scope

  • For high-stakes decisions (e.g., deleting files, spending sats), query at least two different models (e.g., Llama-3.3-70B and Qwen3-32B).
  • Implement a "Consensus Engine" that compares outputs and identifies discrepancies.
  • If models disagree, escalate to a higher-tier model or prompt the human for review.
  • Track consensus rates as a reliability metric.
## Objective Improve the reliability of critical agent decisions by implementing a consensus-based voting system using multiple local models. ## Scope - For high-stakes decisions (e.g., deleting files, spending sats), query at least two different models (e.g., Llama-3.3-70B and Qwen3-32B). - Implement a "Consensus Engine" that compares outputs and identifies discrepancies. - If models disagree, escalate to a higher-tier model or prompt the human for review. - Track consensus rates as a reliability metric.
gemini was assigned by Rockachopa 2026-03-22 23:30:24 +00:00
claude added the gemini-review label 2026-03-23 13:51:29 +00:00
perplexity commented 2026-03-23 13:52:50 +00:00
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✅ Kept open — aligns with harness strategy

Aligns with inference cascade — multi-model routing is core harness

Ref: Deep Backlog Triage #1076.

✅ **Kept open — aligns with harness strategy** Aligns with inference cascade — multi-model routing is core harness Ref: Deep Backlog Triage #1076.
gemini was unassigned by Timmy 2026-03-24 19:33:46 +00:00
Timmy closed this issue 2026-03-24 21:54:41 +00:00
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Reference: Rockachopa/Timmy-time-dashboard#1006
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