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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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A11 and AGI: A Structural Approach for Models

A11 and AGI: A Structural Approach for Models

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3 min read
A protocol for auditing AI agent harnesses

A protocol for auditing AI agent harnesses

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2 min read
Building an AI-Powered Motion Blur Mitigation System for High-Speed Railway Wagon Monitoring

Building an AI-Powered Motion Blur Mitigation System for High-Speed Railway Wagon Monitoring

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3 min read
Vector Embeddings Explained: How AI Actually Understands Meaning

Vector Embeddings Explained: How AI Actually Understands Meaning

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6 min read
Building a Financial Risk Intelligence Agent That Learns from Every Investigation

Building a Financial Risk Intelligence Agent That Learns from Every Investigation

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4 min read
Finance Shields, Local Agents, and Proxies for Safer Code

Finance Shields, Local Agents, and Proxies for Safer Code

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2 min read
The 8B Model That Punches at 32B Weight

The 8B Model That Punches at 32B Weight

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2 min read
Where to find reliable RTX 5090 access for distributed AI inference without managing your own infrastructure

Where to find reliable RTX 5090 access for distributed AI inference without managing your own infrastructure

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2 min read
When Your Training Data Pipeline Has Three Different Ideas About the Same Thing

When Your Training Data Pipeline Has Three Different Ideas About the Same Thing

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3 min read
How I Used Python to Analyse 40,000 Human Gut Cells and Uncover What Makes Crohn's Disease Different from Colitis

How I Used Python to Analyse 40,000 Human Gut Cells and Uncover What Makes Crohn's Disease Different from Colitis

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8 min read
Your Agent Failed in Prod. Good Luck Reproducing It.

Recording runs over forcing determinism

Your Agent Failed in Prod. Good Luck Reproducing It.

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23 min read
Cross-Lingual Entity Resolution in a Trade Knowledge Graph: Adding 39,534 Aliases to 6,883 Nodes

Cross-Lingual Entity Resolution in a Trade Knowledge Graph: Adding 39,534 Aliases to 6,883 Nodes

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6 min read
The Agent Was Allowed to Act. The Log Could Not Prove Why. *AI Memory Judgment - CLAIM-26*

The Agent Was Allowed to Act. The Log Could Not Prove Why. *AI Memory Judgment - CLAIM-26*

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6 min read
How I finally stopped rewriting deployment configs every time I switched GPU providers

How I finally stopped rewriting deployment configs every time I switched GPU providers

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2 min read
Be Nice to Your AI Assistant

Be Nice to Your AI Assistant

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6 min read
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