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2026  7

July  1

Towards Looped Models Done Right

2026/07/31 · 31 min · 6459 words · 0 views

April  2

Exact Input Writes Improve Stable Looped Language Models

2026/04/29 · 23 min · 4774 words · Benhao Huang · 

Loop-Model FLOPs and Memory in an Ablation Chain

2026/04/19 · 40 min · 8471 words · Benhao Huang · 

March  4

Paper Reading | Reasoning with Power Sampling

2026/03/28 · 27 min · 5657 words · Benhao Huang · 

Paper Reading | Latent Thought Models

2026/03/21 · 5 min · 1028 words · Benhao Huang · 

Paper Reading | Inverse Depth Scaling From Most Layers Being Similar

2026/03/18 · 3 min · 546 words · Benhao Huang · 

A 1958 Physicist’s Rules for Doing AI Research

2026/03/04 · 8 min · 1627 words · Benhao Huang · 

2025  1

October  1

Reflections on My 2025 Fall Applications

2025/10/05 · 5 min · 925 words · Benhao Huang · 

2024  2

October  2

How to Write a Good Letter of Recommendation?

2024/10/22 · 10 min · 2011 words · Benhao Huang · 

Paper Reading | Cheating Popular LLM Benchmarks

2024/10/11 · 8 min · 1640 words · Benhao Huang ·