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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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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
The Context Window Lie: Why Your LLM Remembers Nothing

The Context Window Lie: Why Your LLM Remembers Nothing

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5 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
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
Achieving Maximum Throughput on vLLM with a Single RTX 3090: A Production Guide for 7B LLMs

Achieving Maximum Throughput on vLLM with a Single RTX 3090: A Production Guide for 7B LLMs

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4 min read
PaperBanana: Automating Research Diagrams With an Agentic AI Framework

PaperBanana: Automating Research Diagrams With an Agentic AI Framework

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7 min read
AI Video Just Crossed the 'I'd Watch It' Line — What Changed and What Still Hasn't

AI Video Just Crossed the 'I'd Watch It' Line — What Changed and What Still Hasn't

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4 min read
Open-sourcing a full fine-tuning pipeline for embedded engineering — training toolkit + 35-domain MoE-LoRA model

Open-sourcing a full fine-tuning pipeline for embedded engineering — training toolkit + 35-domain MoE-LoRA model

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4 min read
How I Built a Hallucination Detector for RAG Pipelines in Python

How I Built a Hallucination Detector for RAG Pipelines in Python

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3 min read
ARC-AGI-3 Just Broke Every Frontier Model. Humans Score 100%. GPT-5.4 Scores 0.26%.

ARC-AGI-3 Just Broke Every Frontier Model. Humans Score 100%. GPT-5.4 Scores 0.26%.

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3 min read
The AI Engineer's Toolkit: Moving Beyond Prompt Engineering to Build Robust AI Applications

The AI Engineer's Toolkit: Moving Beyond Prompt Engineering to Build Robust AI Applications

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5 min read
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