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Ahead of AI
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Latest posts
Last updated 20 days ago
My Workflow for Understanding LLM Architectures
20 days ago
Many people asked me over the past months to share my workflow...
Components of A Coding Agent
about 1 month ago
In this article, I want to cover the overall design of coding...
A Visual Guide to Attention Variants in Modern LLMs
about 2 months ago
I had originally planned to write about DeepSeek V4. Since it still...
A Dream of Spring for Open-Weight LLMs: 10 Architectures from Jan-Feb 2026
2 months ago
If you have struggled a bit to keep up with open-weight model...
Categories of Inference-Time Scaling for Improved LLM Reasoning
3 months ago
Inference scaling has become one of the most effective ways to improve...
The State Of LLMs 2025: Progress, Progress, and Predictions
4 months ago
As 2025 comes to a close, I want to look back at...
LLM Research Papers: The 2025 List (July to December)
4 months ago
In June, I shared a bonus article with my curated and bookmarked...
A Technical Tour of the DeepSeek Models from V3 to V3.2
5 months ago
A Technical Tour of the DeepSeek Models from V3 to V3.2Subtitle: Understanding...
Beyond Standard LLMs
6 months ago
From DeepSeek R1 to MiniMax-M2, the largest and most capable open-weight LLMs...
Understanding the 4 Main Approaches to LLM Evaluation (From Scratch)
7 months ago
How do we actually evaluate LLMs?It’s a simple question, but one that...
Understanding and Implementing Qwen3 From Scratch
8 months ago
Previously, I compared the most notable open-weight architectures of 2025 in The...
From GPT-2 to gpt-oss: Analyzing the Architectural Advances
9 months ago
OpenAI just released their new open-weight LLMs this week: gpt-oss-120b and gpt-oss-20b...