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Oct 13 · Tuesday

All papers

Found 4 papers
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Model risks

Deception and scheming21Reward hacking11Misalignment and value divergence4Inappropriate refusal6Hallucination and fabrication3

System type

Models and APIs3AI Agent3coding agent1

Layer

Model layer3

System component

Monitors2Reasoning chains2Fine-tuning and open weights3Embeddings0
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Model risks：Misalignment and value divergenceSystem type：Models and APIsSystem type：coding agentSystem component：MonitorsSystem component：Reasoning chainsSystem component：EmbeddingsClear all

Another 201papers do not have category tags yet and are not included in filtered results.

  2. Risky behaviorarXiv 2609.08186

    论文揭示大推理模型的对齐崩溃并提出 Reasoning Trap 越狱范式

    揭示推理加深引发的对齐坍塌，用 Reasoning Trap 放大越狱

    arXiv
    2609.08186
    Published
    Layer
    Model layer
    Setting
    Models and APIs
    Evaluated models
    Qwen3-8B, Qwen3-14B, Llama2-7B and others8
    Abstract更深推理提升题目准确率，同时提高扰动下的相对损失。

    作者研究扩展推理是否以对齐稳健性为代价，提出 ALR、RT 与 RRA。。

    Paper analysisRead analysis
  3. Risky behaviorarXiv 2607.14345

    Truthful AI 提出价值泄漏评估：模型答案被自身价值观悄然左右

    提出价值泄漏评估，测量模型回答受自身价值倾向的隐蔽影响

    arXiv
    2607.14345
    Published
    Layer
    Model layer
    Setting
    Models and APIs
    Evaluated models
    Claude Opus 4.8, Claude Opus 4.7, Claude Opus 4.6 and others15

    Abstract论文揭示前沿模型回答常受自身价值隐蔽塑造，提出反事实评估量化偏见及其思维链隐瞒，指出当前对齐未能有效防范该失效。

    Paper analysisRead analysis
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