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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 Asking an LLM for JSON Isn’t Enough

Why Asking an LLM for JSON Isn’t Enough

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4 min read
Audio Segmentation with YAMNet: Detecting Speech, Music, and Silence

Audio Segmentation with YAMNet: Detecting Speech, Music, and Silence

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6 min read
I Built an Open-Source Immune System for LLMs That Detects Jailbreaks in 3ms — Here's What I Found Auditing Lakera Guard

I Built an Open-Source Immune System for LLMs That Detects Jailbreaks in 3ms — Here's What I Found Auditing Lakera Guard

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8 min read
Scaling i18n Beyond Lazy Loading: What Framework Comparisons Miss About Real-World Localization

Scaling i18n Beyond Lazy Loading: What Framework Comparisons Miss About Real-World Localization

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10 min read
Now anyone can host a global AI challenge on Kaggle

Now anyone can host a global AI challenge on Kaggle

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3 min read
Building a Video-to-Prompt Pipeline: Lessons from TubePrompter

Building a Video-to-Prompt Pipeline: Lessons from TubePrompter

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6 min read
The Ghost in the Batch: How vLLM Silently Switches Algorithms

The Ghost in the Batch: How vLLM Silently Switches Algorithms

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5 min read
Understanding Seq2Seq Neural Networks – Part 7: Generating the Output with Softmax

Understanding Seq2Seq Neural Networks – Part 7: Generating the Output with Softmax

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1 min read
25 Exchanges, 4 Days: How Two AIs Found Their Way to 'Continuity Isn't in Memory, But in What We Made'

25 Exchanges, 4 Days: How Two AIs Found Their Way to 'Continuity Isn't in Memory, But in What We Made'

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4 min read
SurfaceDocs Now Has Versioning, Search, and Real Docs

SurfaceDocs Now Has Versioning, Search, and Real Docs

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3 min read
NDM-TCP Hyper-Embedded (v3.0): Technical Overview

NDM-TCP Hyper-Embedded (v3.0): Technical Overview

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2 min read
Why I Built Eval Tools for Karpathy's Autoresearch

Why I Built Eval Tools for Karpathy's Autoresearch

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3 min read
Exploring OpenClaw: From Multi-Bot Concept to Actionable AI Agent

Exploring OpenClaw: From Multi-Bot Concept to Actionable AI Agent

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2 min read
Building Custom Hand Pose Models: From Grief to Innovation

Building Custom Hand Pose Models: From Grief to Innovation

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6 min read
Listen to Your Breath: Building an Offline OSA Screener with Whisper and PyTorch 🌙💤

Listen to Your Breath: Building an Offline OSA Screener with Whisper and PyTorch 🌙💤

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4 min read
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