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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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They Built Your World. Now They're Being Told They're Obsolete.

They Built Your World. Now They're Being Told They're Obsolete.

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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
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
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
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
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
The Next Big Trend in AI: Tool-Using Agents

The Next Big Trend in AI: Tool-Using Agents

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2 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
🎧 Google Just Turned Gemini Into a Music Producer: Inside DeepMind's Lyria 3

🎧 Google Just Turned Gemini Into a Music Producer: Inside DeepMind's Lyria 3

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3 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
Distributed Tracing in ML Pipelines: From Preprocessing to Inference

Distributed Tracing in ML Pipelines: From Preprocessing to Inference

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12 min read
I built a memory system that outperforms standard RAG on temporal queries -- try the live playground

I built a memory system that outperforms standard RAG on temporal queries -- try the live playground

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1 min read
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