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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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From expensive tokens to intelligent compression: how we optimize LLM costs in production

From expensive tokens to intelligent compression: how we optimize LLM costs in production

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4 min read
Why AI Detectors Produce False Positives: A Technical Analysis

Why AI Detectors Produce False Positives: A Technical Analysis

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5 min read
Beyond the Hype: Building a Practical AI Agent with Memory

Beyond the Hype: Building a Practical AI Agent with Memory

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5 min read
Taming the Glucose Spike: Predicting Postprandial Peaks with Transformers and PyTorch

Taming the Glucose Spike: Predicting Postprandial Peaks with Transformers and PyTorch

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4 min read
I Accidentally Made a Hilarious Ad, and Gemini Proved Multimodal AI Can Detect Irony

I Accidentally Made a Hilarious Ad, and Gemini Proved Multimodal AI Can Detect Irony

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3 min read
I built a CLI that hashes your ML accuracy claims before the experiment runs

I built a CLI that hashes your ML accuracy claims before the experiment runs

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4 min read
Brute force can't compete with better ideas

Brute force can't compete with better ideas

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2 min read
Beyond the Hype: Building AI Agents That Actually Remember

Beyond the Hype: Building AI Agents That Actually Remember

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5 min read
Index-RAG: Citation-first approach to RAG

Index-RAG: Citation-first approach to RAG

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5 min read
Should You Be Building on MCP in 2026?

Should You Be Building on MCP in 2026?

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12 min read
RAG vs Fine-Tuning: Which One Should You Actually Use?

RAG vs Fine-Tuning: Which One Should You Actually Use?

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6 min read
Failing to Train DeBERTa to Detect Patent Antecedent Basis Errors

Failing to Train DeBERTa to Detect Patent Antecedent Basis Errors

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9 min read
From zero to a RAG system: successes and failures

From zero to a RAG system: successes and failures

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5 min read
Unpacking the AI Frontier: Lessons from the Claude Mythos/Capybara Leak

Unpacking the AI Frontier: Lessons from the Claude Mythos/Capybara Leak

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5 min read
Cohere just open-sourced a 5.42 WER speech model - here's what testing it on real audio showed

Cohere just open-sourced a 5.42 WER speech model - here's what testing it on real audio showed

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4 min read
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