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Reasoning Capabilities Bookmarks | William Callahan - Bookmarks

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A collection of bookmarks filtered by the tag "Reasoning Capabilities".

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The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

machinelearning.apple.com

The Illusion of Thinking: Understanding the Strengths and Limitations of...

Problem Complexity Reasoning Capabilities Apple

Jun 8, 2025

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huggingface.co

April 4, 2026

kai-os/gemma4-31b-Opus-4.6-reasoning · Hugging Face

kai-os/gemma4-31b-Opus-4.6-reasoning · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Reasoning Model QLoRA Adapter AI Fine-Tuning Gemma 4 Math Reasoning

LINK

recipes.vllm.ai

June 2, 2026

JetBrains/Mellum2-12B-A2.5B-Thinking — 12B / 2.5B active · MOE · 128K ctx

JetBrains/Mellum2-12B-A2.5B-Thinking — 12B / 2.5B active · MOE · 128K ctx

JetBrains’ reasoning-augmented code MoE (12B total / 2.5B active) that emits explicit <think> chains for debugging, planning, and agentic coding

Mixture-of-Experts Reasoning Model Code Assistants Large Language Models vLLM

LINK

gwern.net

July 17, 2025

LLM Daydreaming

LLM Daydreaming

Proposal & discussion of how default mode networks for LLMs are an example of missing capabilities for search and novelty in contemporary AI systems.

Continual Learning Artificial Intelligence Research AI Creativity Large Language Models Daydreaming Algorithms

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Related Books

Build a Reasoning Model (From Scratch)

Build a Reasoning Model (From Scratch)

Sebastian Raschka

Description A deep dive into the architecture and implementation of AI models capable of logical deduction and multi-step reasoning. It explains how t...

Computers

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