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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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Time-Series LLMs: The $50k Health Intelligence Gap
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Time-Series LLMs: The $50k Health Intelligence Gap

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11 min read
Caching Strategies for LLM Systems (Part 3): Multi-Query Attention and Memory-Efficient Decoding

Caching Strategies for LLM Systems (Part 3): Multi-Query Attention and Memory-Efficient Decoding

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5 min read
Failed Machine Learning Experiment: Training XGBoost Classifier with 1.5m signals
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Failed Machine Learning Experiment: Training XGBoost Classifier with 1.5m signals

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3 min read
AI Doesn't actually Read Words. Here's What It Reads (Day - 5/30 Beginner AI Series)
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AI Doesn't actually Read Words. Here's What It Reads (Day - 5/30 Beginner AI Series)

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5 min read
A Review of Agentic AI and Adaptive A* Algorithm in Modern Intelligent Systems

A Review of Agentic AI and Adaptive A* Algorithm in Modern Intelligent Systems

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4 min read
Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory
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Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory

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5 min read
Building an LLM From Scratch for Indic Languages: What No One Tells You About the Hard Parts
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Building an LLM From Scratch for Indic Languages: What No One Tells You About the Hard Parts

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19 min read
Design HLD - Recomendation Sytem

Design HLD - Recomendation Sytem

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19 min read
Production-Grade Cost Control Strategies for Generative AI Systems
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Production-Grade Cost Control Strategies for Generative AI Systems

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5 min read
Building an AI-Generated Text Detector: A Full-Stack NLP Project Guide

Building an AI-Generated Text Detector: A Full-Stack NLP Project Guide

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7 min read
From Smarter Search to Autonomous Agents: How Adaptive A* Illuminates the Future of Intelligent AI

From Smarter Search to Autonomous Agents: How Adaptive A* Illuminates the Future of Intelligent AI

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6 min read
Fine-Tuned Small Models Beat RAG: The 2026 Economics
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Fine-Tuned Small Models Beat RAG: The 2026 Economics

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7 min read
Every AI Agent Framework Has a Memory Problem. Here's How I Fixed Mine.

Every AI Agent Framework Has a Memory Problem. Here's How I Fixed Mine.

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6 min read
Teaching Machines to Smell Danger: A Fun Dive Into ML-Powered Threat Detection

Teaching Machines to Smell Danger: A Fun Dive Into ML-Powered Threat Detection

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6 min read
What I Gained from Interacting with Shogi AI: The Path to 1st Place in Floodgate and My Approach to Distilled Models

What I Gained from Interacting with Shogi AI: The Path to 1st Place in Floodgate and My Approach to Distilled Models

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3 min read
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