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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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Why I'm building Hyphae: provenance over prediction (and the 3-line baseline that tied it)

Why I'm building Hyphae: provenance over prediction (and the 3-line baseline that tied it)

Comments 2
5 min read
PaddleOCR-VL Explained: How a 0.9B Model Parses Documents

PaddleOCR-VL Explained: How a 0.9B Model Parses Documents

Comments 1
4 min read
From Algorithms to Agents: Two Papers

From Algorithms to Agents: Two Papers

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6 min read
GEO vs SEO: Why Your Content Needs to Be AI-Quotable

GEO vs SEO: Why Your Content Needs to Be AI-Quotable

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6 min read
VideoLLM runs live video QA at 2 FPS

VideoLLM runs live video QA at 2 FPS

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2 min read
Bare-metal audio ML classifier on microcontrollers: case study

Bare-metal audio ML classifier on microcontrollers: case study

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1 min read
I built 'dfxpy' to reduce repetitive Pandas + ML preprocessing workflows

I built 'dfxpy' to reduce repetitive Pandas + ML preprocessing workflows

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1 min read
CPU Inference on AMD EPYC 9334: Real Numbers for LLM and TTS Workloads

CPU Inference on AMD EPYC 9334: Real Numbers for LLM and TTS Workloads

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4 min read
Full-Stack On-Device GUI Agent — Mano-P Model + Cider + AFK, All Open Source

Full-Stack On-Device GUI Agent — Mano-P Model + Cider + AFK, All Open Source

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4 min read
I trained a sprite model with agents. The data was the bottleneck.

I trained a sprite model with agents. The data was the bottleneck.

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3 min read
Why Unit Tests Aren't Enough for LLM Features

Why Unit Tests Aren't Enough for LLM Features

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6 min read
Reverse-Engineering LinkedIn's 360Brew From Their Engineering Blog

Reverse-Engineering LinkedIn's 360Brew From Their Engineering Blog

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3 min read
Testing Long-Horizon Coherence in MusicGen: A Real-Data Mech Interp Pipeline

Testing Long-Horizon Coherence in MusicGen: A Real-Data Mech Interp Pipeline

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6 min read
Roast My Stack: AI-Powered USSD Marketplace for 7M Kenyan Farmers

Roast My Stack: AI-Powered USSD Marketplace for 7M Kenyan Farmers

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1 min read
Gemini 3.5 Flash: Agent-First Model Design

Gemini 3.5 Flash: Agent-First Model Design

Comments 1
8 min read
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