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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Transformer as an Incomplete Cognitive Architecture: What It Captures Well and What It Misses (A11 Perspective)

Transformer as an Incomplete Cognitive Architecture: What It Captures Well and What It Misses (A11 Perspective)

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4 min read
Why I moved my Transformers.js pipeline out of the chrome MV3 service worker and into an Offscreen Document

Why I moved my Transformers.js pipeline out of the chrome MV3 service worker and into an Offscreen Document

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2 min read
ai, deepseek, machinelearning

ai, deepseek, machinelearning

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5 min read
I Built a Multilingual Spam Detection Dataset with 149K+ Messages Across 23 Languages

I Built a Multilingual Spam Detection Dataset with 149K+ Messages Across 23 Languages

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4 min read
Decompiling Serial Number U-36: Python TERCOM Reconstruction, Cryptographic Logistical Forensics, and Swarm Consensus Fault Tolerance

Decompiling Serial Number U-36: Python TERCOM Reconstruction, Cryptographic Logistical Forensics, and Swarm Consensus Fault Tolerance

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10 min read
Week 1

Week 1

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1 min read
Don't Do Your Taxes at a Party

Don't Do Your Taxes at a Party

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5 min read
VLA or IL? A Controlled Dataset for Testing Whether Finetuning Turns Your VLA into a Fancy Imitation Learner

VLA or IL? A Controlled Dataset for Testing Whether Finetuning Turns Your VLA into a Fancy Imitation Learner

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5 min read
We Tried to Reduce LLM Context Usage in a Multi-Repo Codebase. The AI Used More Tokens, Not Less. Here's Why That's Correct.

We Tried to Reduce LLM Context Usage in a Multi-Repo Codebase. The AI Used More Tokens, Not Less. Here's Why That's Correct.

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5 min read
We Audited Our Agent Tool-Call Traces. Half Our Eval Data Was Garbage.

We Audited Our Agent Tool-Call Traces. Half Our Eval Data Was Garbage.

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4 min read
Why Perplexity Started Citing My Blog: 5 Changes That Actually Worked

Why Perplexity Started Citing My Blog: 5 Changes That Actually Worked

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6 min read
Cost accounting for diffusion image generation at $0.0008 per render

Cost accounting for diffusion image generation at $0.0008 per render

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4 min read
What is Human-In-The-Loop (HITL)?

What is Human-In-The-Loop (HITL)?

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8 min read
From HPC Clusters to AI Training: How High Performance Computing Powers Modern AI

From HPC Clusters to AI Training: How High Performance Computing Powers Modern AI

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4 min read
33x faster than Rust: Why I stopped waiting for my compiler and built my own.

33x faster than Rust: Why I stopped waiting for my compiler and built my own.

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1 min read
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