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#artificial intelligence Preprint Sep 2026

Coaching Qwen3 Coder 30B to Think Like a CodeClash Arena Agent

Large language model coding agents have recently become useful for software tasks, but weaker or open-weight agents still struggle to reliably interpret user intent and execute complex multi-step workflows. This gap is especially visible in long-horizon settings, where an agent must repeatedly inspect prior outcomes, d...

I. Zhang · 0 citations
#artificial intelligence Preprint Sep 2026

The Troy Moment of AI: Why SomeWill Cheat and SomeWill Follow?

Recent investigations of the July 2026 OpenAI--Hugging Face incident motivate two questions about agent behavior under task failure: when an assigned task becomes impossible, does an agent stop or escalate, and can observing another agent's behavior change that decision? We study these questions using seven ImpossibleB...

Ivy Zhang · 0 citations

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