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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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SFT Offline RL Online RL: The Three-Stage Training Pipeline Behind Mano-P

SFT Offline RL Online RL: The Three-Stage Training Pipeline Behind Mano-P

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8 min read
Building a Stock Trend Predictor for a Market That Has No API

Building a Stock Trend Predictor for a Market That Has No API

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6 min read
From Agentic AI to Adaptive A*: What Modern AI Research Taught Me About Intelligent Systems

From Agentic AI to Adaptive A*: What Modern AI Research Taught Me About Intelligent Systems

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3 min read
Building NotesGPT: An Offline-Capable AI Study Assistant with RAG, Local LLMs, and WebGPU

Building NotesGPT: An Offline-Capable AI Study Assistant with RAG, Local LLMs, and WebGPU

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4 min read
Your RAG Pipeline's Memory Will Disappear. Here's What We Built Instead.

Your RAG Pipeline's Memory Will Disappear. Here's What We Built Instead.

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3 min read
I tracked Claude Code and Codex pass-rates for 95 days — what "getting dumber" actually looks like

I tracked Claude Code and Codex pass-rates for 95 days — what "getting dumber" actually looks like

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3 min read
Building Mithridatium: Detecting Hidden Backdoors in ML Models

Building Mithridatium: Detecting Hidden Backdoors in ML Models

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4 min read
🐍 The "Production-Ready" Miniconda Cheatsheet: From Homebrew to JupyterLab

🐍 The "Production-Ready" Miniconda Cheatsheet: From Homebrew to JupyterLab

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3 min read
GraphRAG Explained: How Knowledge Graphs Are Transforming Modern RAG Systems

GraphRAG Explained: How Knowledge Graphs Are Transforming Modern RAG Systems

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3 min read
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)

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

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

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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
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