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What travels around the loop?
saurabhsarkar
7 min read
Deleting a Model's Thoughts Changed Nothing. Then I Changed the Task.
saurabhsarkar
9 min read
I Sent a Small AI Model to School. Here’s Its Report Card.
saurabhsarkar
5 min read
I forced a Mixture of Experts to specialize by topic. It got worse.
saurabhsarkar
9 min read
What does a Mixture-of-Experts router actually read?
saurabhsarkar
5 min read
Mixture of Experts: the sparse model that lights up 93% of itself
saurabhsarkar
6 min read
J-Scope: before a model answers, it thinks in concepts
saurabhsarkar
7 min read
I Fed a Model Facts Through Its J-Space Instead of Its Prompt
saurabhsarkar
12 min read
Can you tell a good AI agent plan from a bad one before you run it? I spent 6 million tokens finding out.
saurabhsarkar
8 min read
I Gave My Coding Agent Karpathy's Discipline Rules. It Got Too Careful to Fix the Bug.
saurabhsarkar
6 min read
I bolted MiniMax's MSA sparse attention onto a 3B model on a single 4090
saurabhsarkar
10 min read
I ran DFlash on a MacBook. The 4x is a data-center number.
saurabhsarkar
7 min read
Why your adaptive controller might be causing the defects it’s trying to prevent
saurabhsarkar
3 min read
The Geometry of Intelligence: What Lagrange Can Teach Modern AI
saurabhsarkar
6 min read
The Real State of Generative AI in the Enterprise in 2025
saurabhsarkar
10 min read
How AI Is Transforming the Financial Industry
saurabhsarkar
3 min read
When Computation Surprises Itself: How Emergent Uncomputability Might Explain AI, Consciousness, and the Universe
saurabhsarkar
4 min read
Revolutionize Operations with Custom AI Solutions
saurabhsarkar
3 min read
Advanced Fraud Detection Solutions for Your Business
saurabhsarkar
4 min read
When a Few Pixels Redrawn Change Everything: The Battle Over Human Authorship in the Age of AI
saurabhsarkar
7 min read
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