10. A Deep Dive into RL for LLM Reasoning This paper reviews and rigorously re-evaluates reinforcement learning techniques for LLM reasoning, addressing inconsistencies caused by varied setups and unclear guidelines.
LLMS
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GLM-4.5: Open Mixture-of-Experts for Agentic AI
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8. GLM-4.5 An open Mixture‑of‑Experts family that targets a single model excelling across agentic tool use, complex reasoning, and real‑world coding.
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Efficient LLM Architectures Beyond Traditional Transformers Survey
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9. A Survey on Efficient Architectures for LLMs Reviews advances in efficient LLM architectures beyond traditional transformers, including linear and sparse sequence models, efficient attention variants, sparse MoEs, hybrid designs, and diffusion-based.
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QA Hallucination Detectors: Evaluation Metrics Limitations
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7. Illusion of Progress The paper argues that common QA hallucination detectors look better than they are because evaluations lean on ROUGE.
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ASearcher: Open-Source Framework for Expert-Level LLM Search Agents
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6. Beyond Ten Turns This paper introduces ASearcher, an open-source framework for training LLM-based search agents capable of long-horizon, expert-level search.
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Top AI Papers of the Week: DINOv3, M3-Agent, and Medical Reasoning
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Top AI Papers of The Week (August 11-17): – DINOv3
– M3-Agent
– Illusion of Progress
– TRImodal Brain Encoder
– Efficient Architectures for LLMs
– Deep Dive into RL for LLM Reasoning
– GPT-5 for Multimodal Medical Reasoning Read on for more: -
SLMs: The Fast, Focused, Never-Sleeping Interns Revolutionizing LLM Agents
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WOW This flips the whole LLM agent game. Turns out, most tasks don’t need a genius just a fast, focused intern that never sleeps. SLMs are that intern.
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Claude, Gemini, GPT-5 Pro: Fact-Checking and Creative AI Comparison
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I gave Claude’s conspiracy to Gemini Deep Research to fact check. It did really well. I then gave it to GPT-5 Pro; which had some suggestions to make the story better (also quite good).
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1996 GP Conference: GPT, Generative AI, and LLM
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1996 GP! GPT, Generative AI, and LLM! @DataSciConnect #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/DSCConf22
