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@thehunmonkgroup
thehunmonkgroup / summary.md
Created May 8, 2025 14:51
Summary: New News: System-2 Fine-Tuning For Robust Integration Of New Knowledge

URL: https://arxiv.org/pdf/2505.01812

New News: System-2 Fine-Tuning For Robust Integration Of New Knowledge


QUESTION 1:

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

ANSWER 1:

@thehunmonkgroup
thehunmonkgroup / summary.md
Created May 8, 2025 14:26
Summary: Avoid Recommending Out-Of-Domain Items: Constrained Generative Recommendation With Llms

URL: https://arxiv.org/pdf/2505.03336

Avoid Recommending Out-Of-Domain Items: Constrained Generative Recommendation With Llms


QUESTION 1:

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

ANSWER 1:

@thehunmonkgroup
thehunmonkgroup / summary.md
Created May 6, 2025 15:15
Summary: N Emotron -C Ross T Hink: Scaling Self-Learning Beyond Math Reasoning

URL: https://arxiv.org/pdf/2504.13941

N Emotron -C Ross T Hink: Scaling Self-Learning Beyond Math Reasoning


QUESTION 1:

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

ANSWER 1:

@thehunmonkgroup
thehunmonkgroup / summary.md
Created May 3, 2025 13:12
Summary: Learning Adaptive Parallel Reasoning With Language Models

URL: https://arxiv.org/pdf/2504.15466

Learning Adaptive Parallel Reasoning With Language Models


QUESTION 1:

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

ANSWER 1:

@thehunmonkgroup
thehunmonkgroup / summary.md
Created May 1, 2025 13:25
Summary: Taxonomy Of Failure Mode In Agentic Ai Systems
@thehunmonkgroup
thehunmonkgroup / summary.md
Created May 1, 2025 13:22
Summary: **paper2code: Automating Code Generation From Scientific Papers In Machine Learning**

URL: https://arxiv.org/pdf/2504.17192

paper2code: Automating Code Generation From Scientific Papers In Machine Learning


QUESTION 1:

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

ANSWER 1:

@thehunmonkgroup
thehunmonkgroup / summary.md
Created May 1, 2025 13:15
Summary: Cracking The Code Of Action: A Generative Approach To Affordances For Reinforcement Learning

URL: https://arxiv.org/pdf/2504.17282

Cracking The Code Of Action: A Generative Approach To Affordances For Reinforcement Learning


QUESTION 1:

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

ANSWER 1:

@thehunmonkgroup
thehunmonkgroup / summary.md
Created April 27, 2025 18:13
Summary: Kag: Boosting Llms In Professional Domains Via Knowledge Augmented Generation

URL: https://arxiv.org/pdf/2409.13731

Kag: Boosting Llms In Professional Domains Via Knowledge Augmented Generation


QUESTION 1:

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

ANSWER 1:

@thehunmonkgroup
thehunmonkgroup / summary.md
Created April 25, 2025 01:18
Summary: Unified Mind Model: Reimagining Autonomous Agents In The Llm Era

URL: https://arxiv.org/pdf/2503.03459v1

Unified Mind Model: Reimagining Autonomous Agents In The Llm Era


QUESTION 1:

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

ANSWER 1:

@thehunmonkgroup
thehunmonkgroup / summary.md
Created April 23, 2025 22:06
Summary: Muon Optimizer Accelerates Grokking

URL: https://arxiv.org/pdf/2504.16041

Muon Optimizer Accelerates Grokking


QUESTION 1:

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

ANSWER 1: