thehunmonkgroup

_{URL: https://arxiv.org/pdf/2506.10943}

Self-Adapting Language Models

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://arxiv.org/pdf/2506.09820}

Cort: Code-Integrated Reasoning Within Thinking

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://arxiv.org/pdf/2506.10948}

Execution Guided Line-By-Line Code Generation

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://alignment-science-blog.pages.dev/2025/unsupervised-elicitation/paper.pdf}

Unsupervised Elicitation Of Language Models

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://www.microsoft.com/en-us/research/wp-content/uploads/2025/06/Code_Researcher-1.pdf}

Code Researcher: Deep Research Agent For Large Systems Code And Commit History

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://arxiv.org/pdf/2506.04909}

When Thinking Llms Lie: Unveiling The Strategic Deception In Representations Of Reasoning Models

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://arxiv.org/pdf/2506.06105}

Text-To-Lora: Instant Transformer Adaption

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://arxiv.org/pdf/2505.13988}

The Hallucination Tax Of Reinforcement Finetuning

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://arxiv.org/pdf/2505.23735}

Atlas: Learning To Optimally Memorize The Context At Test Time

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1:

thehunmonkgroup

_{URL: https://arxiv.org/pdf/2505.18148}

Lost In The Haystack: Smaller Needles Are More Difficult For Llms To Find

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QUESTION 1:

Can you give me a very clear explanation of the core assertions, implications, and mechanics elucidated in this paper?

ANSWER 1: