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Wait, Wait, Wait... Why Do Reasoning Models Loop?

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Jan 13, 2026

Wait, Wait, Wait... Why Do Reasoning Models Loop?

and more on Dead Salmons of AI Interp, GDPO, From Entropy to Epiplexity

by cloud
by cloud
DeepSeek Just Added Parameters Where There Were None...

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Jan 6, 2026

DeepSeek Just Added Parameters Where There Were None...

And more about Recursive Language Models, LongCat ZigZag Attention, and LoRA RL

by cloud
by cloud
RoPE Is Inherently Flawed

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Dec 30, 2025

RoPE Is Inherently Flawed

plus more on Self-Play SWE-RL, Step DeepResearch, and Attention Is Not What You Need

by cloud
by cloud
Flash Attention Author's New Work: SonicMoE

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Dec 23, 2025

Flash Attention Author's New Work: SonicMoE

Next-Embedding Prediction Makes Strong Vision Learners, Let's (not) just put things in Context, Spherical Equivariant Graph Transformers, and moree

by cloud
by cloud
Scaling Up Diffusion Language Models to 100B!

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Dec 16, 2025

Scaling Up Diffusion Language Models to 100B!

Scaling Up Diffusion Language Models to 100B, Adding 1 Attention Layer & Make Visual Encoders Generate Images, LayerNorm Is Not Needed In Transformer, and more

by cloud
by cloud
Aug~Nov AI Research Trend Report

Premium Insights

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Dec 11, 2025

Aug~Nov AI Research Trend Report

Basically recapping what I missed in the last 4 months

by cloud
by cloud
The Universal Weight Subspace Hypothesis

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Dec 9, 2025

The Universal Weight Subspace Hypothesis

PretrainZero, Stabilizing RL with LLMs and more

by cloud
by cloud
The Only Perfect Score Paper at NeurIPS 2025

Premium Insights

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Dec 4, 2025

The Only Perfect Score Paper at NeurIPS 2025

Breaking down "Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?"

by cloud
Gifted Gummy Bee
by cloud, +1
DeepSeek-V3.2 Technical Report Is Pure Gold

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Dec 2, 2025

DeepSeek-V3.2 Technical Report Is Pure Gold

FreeFlow, DeepSeekMath-V2, Soft Adaptive Policy Optimization, and more

by cloud
by cloud
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