LLMS

Long Chain of Thought Reasoning: Comprehensive Guide and Resources

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16 April 2025 7h43

Page: https://
long-cot.github.io
Paper: https://
arxiv.org/pdf/2503.09567
Github：
https://
github.com/LightChen233/A
wesome-Long-Chain-of-Thought-Reasoning
…

Chain-of-Thought Survey: Comprehensive Guide to Reasoning LLMs

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16 April 2025 7h43

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models
They cited over 900 papers in this survey—easily one of the most comprehensive reads you'll come across this year. If you're diving into the field, this is your new textbook.

ICLR Experiments with AI Agents for Meta-Reviewing Peer Feedback

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16 April 2025 4h36

ICLR 2025 is experimenting with an AI agent that leverages multiple LLMs to provide optional feedback on reviewer reports. It’s an interesting move—using LLMs to meta-review human reviews. Future of peer review?

Reasoning Models Effective Without Extended Thinking Process

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16 April 2025 2h34

Reasoning Models Can Be Effective Without Thinking https://
arxiv.org/pdf/2504.09858

Reasoning models achieve top performance without extended thinking

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16 April 2025 2h34

So apparently… Reasoning models can be effective without thinking! This flips the table on assumptions that long, detailed chains of thought are always necessary. Turns out, with the right training methods, even concise responses can deliver top-tier performance.

→ View original post on X — @testingcatalog

Copilot Studio Adds Computer Use Feature

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@testingcatalog

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16 April 2025 0h04

Computer use is now available on Microsoft Copilot Studio. User will be able to create agents to operate with desktop and web apps. “computer use is coming to Copilot Studio through an early access research preview”