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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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🎧 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
2am Debugger. 9am Builder.

2am Debugger. 9am Builder.

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1 min read
How I Built a Self-Correcting ML Pipeline That Runs for Days Without Human Intervention

How I Built a Self-Correcting ML Pipeline That Runs for Days Without Human Intervention

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6 min read
Meta-Labeling: Filtering Bad Trades Before They Happen

Meta-Labeling: Filtering Bad Trades Before They Happen

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5 min read
You Don’t Need a Bigger Model — You Need a Stable One

You Don’t Need a Bigger Model — You Need a Stable One

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3 min read
17MB vs 1.2GB: How a Tiny Model Beats Human Experts at Pronunciation Scoring

17MB vs 1.2GB: How a Tiny Model Beats Human Experts at Pronunciation Scoring

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4 min read
What If GPT Didn’t “Learn”, It Just Found a Winning Lottery Ticket?

What If GPT Didn’t “Learn”, It Just Found a Winning Lottery Ticket?

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4 min read
Open Source vs Proprietary LLMs: The Real Cost Breakdown

Open Source vs Proprietary LLMs: The Real Cost Breakdown

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6 min read
I built an AI agent that watches security cameras and talks to you about what it sees

I built an AI agent that watches security cameras and talks to you about what it sees

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3 min read
I made an AI that detects landmines

I made an AI that detects landmines

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6 min read
Unifying Ranking and Generation in Query Auto-Completion via Retrieval-Augmented Generation and Multi-Objective Alignment

Unifying Ranking and Generation in Query Auto-Completion via Retrieval-Augmented Generation and Multi-Objective Alignment

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4 min read
I Built Vector-Only Search First. Here's Why I Had to Rewrite It.

I Built Vector-Only Search First. Here's Why I Had to Rewrite It.

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4 min read
Why AI Models Fail at Iterative Reasoning — And What Architecture Changes Could Fix It

Why AI Models Fail at Iterative Reasoning — And What Architecture Changes Could Fix It

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9 min read
Your AI Agent Is Lying To You: The Silent Failures Nobody's Debugging

Your AI Agent Is Lying To You: The Silent Failures Nobody's Debugging

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4 min read
Cartoon Universe: How to Teach a Diffusion Model Some Manners

Cartoon Universe: How to Teach a Diffusion Model Some Manners

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4 min read
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