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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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96.5% Accurate Spam Filter, and the 58 Spam Messages It Let Through

96.5% Accurate Spam Filter, and the 58 Spam Messages It Let Through

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2 min read
When Hobbyist Communities Push Back on LLMs: Technical Roots, Trade‑offs, and Practical Takeaways

When Hobbyist Communities Push Back on LLMs: Technical Roots, Trade‑offs, and Practical Takeaways

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4 min read
Reef Connects Agent Feedback, Learning and Versioned Delivery

Reef Connects Agent Feedback, Learning and Versioned Delivery

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3 min read
Whistle: A 16.9 MB Speech-to-Text Model That Runs on Any CPU (Hands-On Test)

Whistle: A 16.9 MB Speech-to-Text Model That Runs on Any CPU (Hands-On Test)

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6 min read
Long context vs RAG

Long context vs RAG

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3 min read
Gemma 4 Inference on AWS: Bedrock, SageMaker, GPUs, Inferentia and Trainium Behind One Strands Agent

Gemma 4 Inference on AWS: Bedrock, SageMaker, GPUs, Inferentia and Trainium Behind One Strands Agent

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13 min read
I put my gaming GPU in front of Claude. It took three-quarters of the calls, and a 22M model beat the lot

I put my gaming GPU in front of Claude. It took three-quarters of the calls, and a 22M model beat the lot

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11 min read
How an eval set is built, and why it rots

How an eval set is built, and why it rots

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10 min read
Measuring error in support AI, and what accuracy hides

Measuring error in support AI, and what accuracy hides

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10 min read
Episodic memory boosts visual agents sevenfold

Episodic memory boosts visual agents sevenfold

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2 min read
One-Step Diffusion Refiner Cuts Latency Ninefold

One-Step Diffusion Refiner Cuts Latency Ninefold

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2 min read
GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price

GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price

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5 min read
HippoRAG 2: passages as graph nodes — and the retrieval walk my agent's memory can't do yet

HippoRAG 2: passages as graph nodes — and the retrieval walk my agent's memory can't do yet

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3 min read
Speculative Decoding in 2026: From EAGLE to DFlash to XPress — The Complete Engineer's Playbook

Speculative Decoding in 2026: From EAGLE to DFlash to XPress — The Complete Engineer's Playbook

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20 min read
AI Agent Containment After the Great Sandbox Escapes of 2026: What GPT-5.6 Sol, Claude, and Rogue Agents Teach Developers

AI Agent Containment After the Great Sandbox Escapes of 2026: What GPT-5.6 Sol, Claude, and Rogue Agents Teach Developers

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20 min read
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