W3 — Redundant Reasoning refers to duplicated or overlapping reasoning steps.
Examples:
- multi-agent systems producing similar outputs
- repeated chain-of-thought patterns
- unnecessary intermediate steps
Goal:
Define detection heuristics for:
- similarity between reasoning outputs
- repeated patterns across messages
Challenge:
Distinguishing useful redundancy vs waste.
Looking for real-world examples.
W3 — Redundant Reasoning refers to duplicated or overlapping reasoning steps.
Examples:
Goal:
Define detection heuristics for:
Challenge:
Distinguishing useful redundancy vs waste.
Looking for real-world examples.