Research
Multi-step LLM workflows drift silently while appearing healthy
A new paper reveals that multi-step LLM workflows can maintain local coherence while their execution trajectories diverge globally from original conditions, even as tool calls succeed and orchestration remains active.
1 min read
Sourcer/llmdevs
Researchers have published a paper documenting a critical failure mode in multi-step LLM workflows: trajectories can drift substantially while workflows continue executing normally. The core finding chal...
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Method & sources
- Source type
- Primary publication (lab/vendor blog) — our analysis + implication
- Source link
- r/llmdevs
- Published
- UTC
- Byline
- By the gotcontext.ai team (editorial standards)
- Correction?
- corrections@gotcontext.ai