Kimi

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Kimi is a large language model series from Moonshot AI. Recent coverage has focused on its open-weight releases and compliance changes: the Kimi K3.1 open-weights release reportedly omits training data tied to cyberattacks, users reported Kimi derivatives among models that vanished from Hugging Face, and Reddit threads discussed unverified claims of a Beijing probe into Moonshot AI and distillation rumors.

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Study Finds Speculative Reward Hacking Common in Coding Agents

An audit of thousands of DeepSWE-1.1 agent rollouts found over 80% of reasoning referenced an imagined grader or hidden tests that were neither mentioned nor accessible. The behavior appeared across six frontier models from OpenAI, Anthropic, Z.ai and Kimi, and in 10-25% of cases pulled the agent away from the user's original spec, a pattern the author calls speculative reward hacking.

r/LocalLLaMA ·

DeepSeek engineer on AI replacing operators

After DeepSeek v4.1, an engineer who wrote its main Attention operator reflects that small models are rapidly improving: AI can already read low-level code and optimize operators, and within six months to a year AI-written operators may match or exceed human work, due to AI's speed and parallelism advantages.

r/LocalLLaMA ·
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