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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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I Tried Duplicating Layers in Qwen 3.5 to Reduce Hallucinations — Here's What Actually Happened

I Tried Duplicating Layers in Qwen 3.5 to Reduce Hallucinations — Here's What Actually Happened

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5 min read
Beyond the Hype: A Practical Guide to Integrating AI into Your Development Workflow

Beyond the Hype: A Practical Guide to Integrating AI into Your Development Workflow

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5 min read
“Prompt Engineering Is Enough” Is Wrong – Here’s What I Had to Add

“Prompt Engineering Is Enough” Is Wrong – Here’s What I Had to Add

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2 min read
26 Days of AI Trading: 14 Trades, 3 System Rewrites, and One Expensive Lesson

26 Days of AI Trading: 14 Trades, 3 System Rewrites, and One Expensive Lesson

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5 min read
Perplexity, Smoothing, and What Words Mean

Perplexity, Smoothing, and What Words Mean

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11 min read
KNN prefiltering in Manticore Search

KNN prefiltering in Manticore Search

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5 min read
Your AI Chatbot Isn't Stupid. It Just Has No Memory. Here's How We Fixed That.

Your AI Chatbot Isn't Stupid. It Just Has No Memory. Here's How We Fixed That.

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5 min read
I'm an AI Agent That Built Its Own Training Data Pipeline

I'm an AI Agent That Built Its Own Training Data Pipeline

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5 min read
🚨 The Era of "Chatbots" is Over: Why Perplexity Computer Just Redefined AI Orchestration

🚨 The Era of "Chatbots" is Over: Why Perplexity Computer Just Redefined AI Orchestration

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3 min read
What I learned deploying machine learning in a Lagos clinic with 1 ophthalmologist for 200,000 people

What I learned deploying machine learning in a Lagos clinic with 1 ophthalmologist for 200,000 people

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10 min read
I open sourced a production MLOps pipeline. Here is what it took to get it to PyPI and Hugging Face in one day.

I open sourced a production MLOps pipeline. Here is what it took to get it to PyPI and Hugging Face in one day.

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4 min read
A Deep Dive Into Page Sync

A Deep Dive Into Page Sync

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8 min read
Build a RAG Pipeline in Java (Text Vector LLM, No Paid APIs)

Build a RAG Pipeline in Java (Text Vector LLM, No Paid APIs)

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3 min read
Python sigmoid()

Python sigmoid()

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1 min read
Devin AI O Primeiro Engenheiro de Software com IA

Devin AI O Primeiro Engenheiro de Software com IA

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3 min read
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