Forem

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.

Posts

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When Labels are Missing, Validation becomes the Real Problem

When Labels are Missing, Validation becomes the Real Problem

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2 min read
How I Built an Offline-First RAG System That’s 10x Faster (at 19)
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How I Built an Offline-First RAG System That’s 10x Faster (at 19)

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5 min read
Can AI See Inside Its Own Mind? Anthropic's Breakthrough in Machine Introspection

Can AI See Inside Its Own Mind? Anthropic's Breakthrough in Machine Introspection

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2 min read
From Confusion to Clarity: My Journey Learning Social Media APIs & OAuth
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From Confusion to Clarity: My Journey Learning Social Media APIs & OAuth

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2 min read
Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 2: Autograd)
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Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 2: Autograd)

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6 min read
The GreenEyes.AI Vision Stack: A Hybrid Pipeline for Object Labeling and Feature-Based Recognition
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The GreenEyes.AI Vision Stack: A Hybrid Pipeline for Object Labeling and Feature-Based Recognition

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3 min read
Vertical AI over generic tools: a quick observation from real estate tech

Vertical AI over generic tools: a quick observation from real estate tech

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1 min read
Building a RAG-Based AI Platform

Building a RAG-Based AI Platform

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1 min read
Claude Opus 4.6: Unpacking Anthropic's Latest AI Safety Breakthroughs
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Claude Opus 4.6: Unpacking Anthropic's Latest AI Safety Breakthroughs

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8 min read
Modernizing Legacy ERP Systems with Machine Learning: A Practical Implementation Guide

Modernizing Legacy ERP Systems with Machine Learning: A Practical Implementation Guide

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4 min read
Understanding DLCM: A Deep Dive into Its Core Architecture and the Power of Causal Encoding
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Understanding DLCM: A Deep Dive into Its Core Architecture and the Power of Causal Encoding

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6 min read
How People Actually Use AI: Insights from 100 Trillion Tokens

How People Actually Use AI: Insights from 100 Trillion Tokens

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2 min read
How I Used GitLab Duo Agent Platorm to Build a Conference Demo in under an hour
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How I Used GitLab Duo Agent Platorm to Build a Conference Demo in under an hour

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4 min read
Navigating the RAG Architecture Landscape: A Practitioner’s Guide
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Navigating the RAG Architecture Landscape: A Practitioner’s Guide

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4 min read
How to Break Any AI Model (A Machine Learning Security Crash Course)
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How to Break Any AI Model (A Machine Learning Security Crash Course)

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9 min read
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