Genko 原稿Back to edition

Sunday, 1 Nov 2026 · cs.AI · agents

MemSteer: Turning User Histories into Supervision for Agent Memory Optimization

Turns unlabeled user histories into QA supervision for memory design.

By Jie Huang, Cuiling Lan, Qize Yu et al · 1-minute read

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

arxiv.org/abs/2610.39276cs.AI

More from this edition

PCM: A Proof-Carrying Message Protocol for Verifiable Multi-Agent CommunicationSandman: Building and Operating Sandboxes for Agentic Reinforcement Learning on Shared KubernetesAgentDecept: Benchmarking Deceptive Behavior in Tool-Using LLM Agents under PressureWhere Do Vision Language Models Fail at 3D Reasoning?