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One Step at a Time: Trading LLM Autonomy for Process Predictability
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Researchers propose using Model Context Protocol (MCP) to deliver procedural steps sequentially to LLMs, improving process predictability.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.CL — Computation and Language · RESEARCH
- Published by source
- 7 October 2026
- Collected by OneBench
- 8 Oct 2026, 03:01 UK
Stored source excerpt
arXiv:2610.07817v1 Announce Type: new Abstract: Organizations automating operational processes need more than a correct outcome: they need to predict how a process will run, know…
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