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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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🎬 Behavior_Recognition

🎬 Behavior_Recognition

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2 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
NeurIPS 2025's Hallucinated Citations: How 100+ Fake References Slipped into Elite AI Research

NeurIPS 2025's Hallucinated Citations: How 100+ Fake References Slipped into Elite AI Research

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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
Why AI Invents Sources: Inside Citation Hallucinations, Legal Risks, and How to Stop Them

Why AI Invents Sources: Inside Citation Hallucinations, Legal Risks, and How to Stop Them

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6 min read
EchoLeak in Microsoft Copilot: Advanced Strategies to Stop LLM Data Exfiltration

EchoLeak in Microsoft Copilot: Advanced Strategies to Stop LLM Data Exfiltration

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6 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
Cross Entropy Derivatives, Part 1: Differentiating Softmax Outputs

Cross Entropy Derivatives, Part 1: Differentiating Softmax Outputs

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3 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
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
My Journey Into Data Science and Machine Learning

My Journey Into Data Science and Machine Learning

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1 min read
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