LLM reasoning

QwenLong-L1 solves long-context reasoning challenge that stumps current LLMs

• AI
• AI Reasoning
• AI, ML and Deep Learning
• alibaba qwen
• Business
• large language models
• Large Reasoning Models (LRMs)
• LLM reasoning
• LLMs
• Qwen
• reasoning llms
• reasoning models
• Supervised fine-tuning (SFT)
• Uncategorized

QwenLong-L1 solves long-context reasoning challenge that stumps current LLMs

admin May 30, 2025

Alibaba’s QwenLong-L1 helps LLMs deeply understand long documents, unlocking advanced reasoning for practical enterprise applications.Read More

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DeepSeek R1-0528 arrives in powerful open source challenge to OpenAI o3 and Google Gemini 2.5 Pro

• AI
• AI, ML and Deep Learning
• Conversational AI
• Deepseek
• Deepseek R1
• DeepSeek R1-0528
• Gemini 2.5 Pro
• Google
• Hugging Face
• LLM reasoning
• NLP
• Open Source
• open source AI
• OpenAI o3
• Programming & Development
• reasoner
• reasoning
• reasoning llm
• Uncategorized

DeepSeek R1-0528 arrives in powerful open source challenge to OpenAI o3 and Google Gemini 2.5 Pro

admin May 29, 2025

Additionally, the model’s hallucination rate has been reduced, contributing to more reliable and consistent output.Read More

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Sakana introduces new AI architecture, ‘Continuous Thought Machines’ to make models reason with less guidance — like human brains

• AI
• ai architecture
• AI, ML and Deep Learning
• attention is all you need
• Business
• continuous thought machines
• Conversational AI
• CTMs
• dynamic reasoning
• Google
• Japan
• llm architecture
• LLM reasoning
• NLP
• reasoning AI
• reasoning llms
• reasoning models
• research
• sakana
• sakana ai
• Ticks
• Tokyo
• Transformers
• Uncategorized

Sakana introduces new AI architecture, ‘Continuous Thought Machines’ to make models reason with less guidance — like human brains

admin May 12, 2025

While the CTM shows strong promise, it is still primarily a research architecture and is not yet...

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30 seconds vs. 3: The d1 reasoning framework that’s slashing AI response times

• AI
• AI research
• AI, ML and Deep Learning
• autoregressive language models
• Belladati
• Business
• d1
• diffusion models
• diffusion-based large language models (dLLMs)
• Group Relative Policy Optimization (GRPO)
• large language models
• LLaDA
• LLM reasoning
• LLMs
• masked diffusion models
• Mercury model
• Meta AI research
• Proximal Policy Optimization (PPO)
• reasoning models
• reinforcement learning
• research
• Supervised fine-tuning (SFT)
• UCLA
• Uncategorized

30 seconds vs. 3: The d1 reasoning framework that’s slashing AI response times

admin April 28, 2025

d1 framework changes boosts diffusion LLMs with novel reinforcement learning, unlocking efficient, problem-solving AI possibilities.Read More

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SWiRL: The business case for AI that thinks like your best problem-solvers

• AI
• AI agents
• AI research
• AI tool use
• AI, ML and Deep Learning
• Business
• data
• Data Infrastructure
• DeepMind
• large language models
• LLM reasoning
• LLMs
• reasoning models
• reinforcement learning from human feedback (RLHF)
• research
• Stanford University
• Step-Wise Reinforcement Learning (SWiRL)
• swirl
• Uncategorized

SWiRL: The business case for AI that thinks like your best problem-solvers

admin April 22, 2025

Training LLMs on trajectories of reasoning and tool use makes them superior at multi-step reasoning tasks.Read More

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Now it’s TikTok parent ByteDance’s turn for a reasoning AI: enter Seed-Thinking-v1.5!

• AI
• AI, ML and Deep Learning
• Business
• Bytedance
• chain of thought reasoning
• China
• Conversational AI
• LLM reasoning
• NLP
• reasoning AI
• reasoning models
• seed thinking
• seed-thinking-v1.5
• TikTok
• Uncategorized

Now it’s TikTok parent ByteDance’s turn for a reasoning AI: enter Seed-Thinking-v1.5!

admin April 11, 2025

It achieved an 8.0% higher win rate over DeepSeek R1, suggesting that its strengths generalize beyond just...

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Beyond benchmarks: Gemini 2.5 Pro is probably the best reasoning model yet

• AI
• AI, ML and Deep Learning
• category-/Computers & Electronics
• category-/Science/Computer Science
• Gemini
• Google
• Google Gemini AI
• large language models
• large language models (LLMs)
• LLM reasoning
• LLMs
• Uncategorized

Beyond benchmarks: Gemini 2.5 Pro is probably the best reasoning model yet

admin March 28, 2025

Gemini 2.5 Pro stands out with its massive context window, impressive multimodal reasoning and detailed reasoning chain.Read...

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METASCALE improves LLM reasoning with adaptive strategies

• A Multi-Armed Bandit (MAB) algorithm
• AI
• AI research
• AI, ML and Deep Learning
• category-/Jobs & Education/Education
• category-/Science/Computer Science
• chain of thought reasoning
• large language models
• large language models (LLMs)
• LLM reasoning
• LLMs
• METASCALE
• Microsoft Research
• research
• Uncategorized

METASCALE improves LLM reasoning with adaptive strategies

admin March 25, 2025

METASCALE uses a three-stage approach to dynamically choose the right reasoning technique for each promblem.Read More

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Less is more: UC Berkeley and Google unlock LLM potential through simple sampling

• AI
• AI research
• AI, ML and Deep Learning
• Business
• chain of thought reasoning
• Google Research
• large language models
• large language models (LLMs)
• LLM reasoning
• LLMs
• reasoning models
• research
• sampling
• UC Berkeley
• Uncategorized

Less is more: UC Berkeley and Google unlock LLM potential through simple sampling

admin March 21, 2025

With multiple sampling and self-verification, Gemini 1.5 Pro can outperform o1-preview in reasoning tasks.Read More

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Beyond RAG: SEARCH-R1 integrates search engines directly into reasoning models

• AI
• AI research
• AI, ML and Deep Learning
• category-/Science
• large language models (LLMs)
• Large Reasoning Models (LRMs)
• LLM reasoning
• LLMs
• reasoning models
• reinforcement learning
• research
• Retrieval-augmented generation (RAG)
• Uncategorized

Beyond RAG: SEARCH-R1 integrates search engines directly into reasoning models

admin March 19, 2025

SEARCH-R1 trains LLMs to gradually think and conduct online search as they generate answers for reasoning problems.Read...

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