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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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Desvendando a Caixa Preta: O Guia Definitivo de IA e Machine Learning

Desvendando a Caixa Preta: O Guia Definitivo de IA e Machine Learning

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5 min read
Why High Accuracy Didn’t Save Our Real-Time AI System

Why High Accuracy Didn’t Save Our Real-Time AI System

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2 min read
How I built a local memory layer for AI agents — and why vaults changed everything

How I built a local memory layer for AI agents — and why vaults changed everything

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3 min read
A Complete Beginner's Guide to Item-Item Recommendations with Matrix Factorization and BPR

A Complete Beginner's Guide to Item-Item Recommendations with Matrix Factorization and BPR

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4 min read
Silent Degradation in LLM Systems: Detecting When Your AI Quietly Gets Worse

Silent Degradation in LLM Systems: Detecting When Your AI Quietly Gets Worse

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5 min read
Production Lessons from Deploying LLMs in Regulated Environments

Production Lessons from Deploying LLMs in Regulated Environments

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4 min read
AI Music and the Crisis of Authorship

AI Music and the Crisis of Authorship

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5 min read
A few random notes from Claude coding quite a bit last few weeks

A few random notes from Claude coding quite a bit last few weeks

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5 min read
Anomaly Detection for AI Agents: Catching What Your SIEM Cannot

Anomaly Detection for AI Agents: Catching What Your SIEM Cannot

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2 min read
Why Multi-Agent Systems Fail Without Orchestration

Why Multi-Agent Systems Fail Without Orchestration

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3 min read
Engineering guardrails for agent-based AI systems

Engineering guardrails for agent-based AI systems

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3 min read
Building a Scalable AI-Powered Lead Scoring Engine: A Developer's Guide

Building a Scalable AI-Powered Lead Scoring Engine: A Developer's Guide

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5 min read
Building Social Media Tools That Detect & Leverage Viral Trends Like the Penguin Meme

Building Social Media Tools That Detect & Leverage Viral Trends Like the Penguin Meme

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2 min read
Why Neural Networks Need He Init, Clipping, and Momentum

Why Neural Networks Need He Init, Clipping, and Momentum

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1 min read
Designing a Coherence Score (CS) for Structural Evaluation of LLM Outputs

Designing a Coherence Score (CS) for Structural Evaluation of LLM Outputs

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7 min read
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