NewsHive
CONTACT USANALYST PORTAL →
aiBACKGROUND

When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-

BACKGROUND
1 SIGNALFIRST DETECTED 25 May 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
25 May
Other feeds and industry voices
23 May
Planning in the LLM Era: Building for Reliability and Efficiency

arXiv:2605.21902v1 Announce Type: new Abstract: Growing attention to intelligent agents has put a spotlight on one of their central capabilities: planning. Early attempts to

REPORT · WHAT · ArXiv CS.AIOPEN STORY
16 Oct
Planning Commitment of LLM under Partial Observability

arXiv:2610.21108v1 Announce Type: new Abstract: LLM-based planning agents commit to plans of different lengths before interacting with a partially observable environment. Some

REPORT · WHAT · ArXiv CS.AIOPEN STORY
13 May
PIVOT: Bridging Planning and Execution in LLM Agents via Trajectory Refinement

arXiv:2605.11225v1 Announce Type: new Abstract: Large language model (LLM)-based agents frequently generate seemingly coherent plans that fail upon execution due to infeasible

REPORT · HOW · ArXiv CS.AIOPEN STORY
4 May
Physically Native World Models: A Hamiltonian Perspective on Generative World Modeling

arXiv:2605.00412v1 Announce Type: new Abstract: World models have recently re-emerged as a central paradigm for embodied intelligence, robotics, autonomous driving, and

REPORT · WHAT · ArXiv CS.AIOPEN STORY
Sources
ArXiv CS.AI

NewsHive monitors these sources continuously. All signal titles above link to the original reporting.

Intelligence by NewsHive. Need help navigating what this means for your business? Contact GeekyBee →