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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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The Most Important Feature of a Legal AI Might Be Knowing When Not to Answer

The Most Important Feature of a Legal AI Might Be Knowing When Not to Answer

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3 min read
I Built an Agentic AI System From Scratch: RAG, GraphRAG, 12 Tools & Kubernetes

I Built an Agentic AI System From Scratch: RAG, GraphRAG, 12 Tools & Kubernetes

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9 min read
Adaptive Cognitive AI (ACAI): Chapter 1 — Introduction & System Vision

Adaptive Cognitive AI (ACAI): Chapter 1 — Introduction & System Vision

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2 min read
GPTZero stopped using perplexity in 2023 and the internet kept explaining it

GPTZero stopped using perplexity in 2023 and the internet kept explaining it

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3 min read
The GPU that says yes and does nothing: debugging real-time hair segmentation on mid-range Android

The GPU that says yes and does nothing: debugging real-time hair segmentation on mid-range Android

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5 min read
Two prompts moved seven AI detectors by fifty points

Two prompts moved seven AI detectors by fifty points

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4 min read
QUASAR: How Saliency-Weighted Reconstruction Closes the Loss Floor Gap in LLM Quantization-Aware Training

QUASAR: How Saliency-Weighted Reconstruction Closes the Loss Floor Gap in LLM Quantization-Aware Training

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5 min read
Nose ID: I Taught an AI to Recognize Dogs by Their Nose-Print

DEV Weekend Challenge: Dog Days Edition Submission 🐕

Nose ID: I Taught an AI to Recognize Dogs by Their Nose-Print

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2 min read
I built a system to catch unreliable AI agents. In my own evaluation, it missed the worst one.

I built a system to catch unreliable AI agents. In my own evaluation, it missed the worst one.

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5 min read
MLOps in Travel: From Notebook to Production in 30 Days

MLOps in Travel: From Notebook to Production in 30 Days

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8 min read
I Wish I Knew AI API Cost Hacks Sooner — Full Breakdown

I Wish I Knew AI API Cost Hacks Sooner — Full Breakdown

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7 min read
Fine-tuning an LLM on a Mac is easy to start and hard to evaluate

Fine-tuning an LLM on a Mac is easy to start and hard to evaluate

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3 min read
Speaker embeddings can mistake a 0.7-semitone change for something else

Speaker embeddings can mistake a 0.7-semitone change for something else

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3 min read
Faire tourner Qwen 3.8–27B en local avec Unsloth et DeepSeek Harness sur une RTX 3090 (24 Go) sous Windows 11.

Faire tourner Qwen 3.8–27B en local avec Unsloth et DeepSeek Harness sur une RTX 3090 (24 Go) sous Windows 11.

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10 min read
The Ultimate VPS Hosting Guide: How to Choose the Right Server for Your Website

The Ultimate VPS Hosting Guide: How to Choose the Right Server for Your Website

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3 min read
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