Browsing: controlled

MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks

January 23, 2026

arXiv:2601.14652v1 Announce Type: new Abstract: While multi-agent systems (MAS) promise elevated intelligence through coordination of agents, current approaches to automatic…

Revisiting feature reliance through controlled suppression

January 7, 2026

[Submitted on 24 Sep 2025 (v1), last revised 6 Jan 2026 (this version, v4)] View a PDF of the paper…

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