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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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On-Device LLM Inference: The Tradeoffs Nobody Puts on the Spec Sheet

On-Device LLM Inference: The Tradeoffs Nobody Puts on the Spec Sheet

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3 min read
Agent Frameworks in the Trenches: Real Benchmark Numbers Across 107 Data Engineering Tasks

Agent Frameworks in the Trenches: Real Benchmark Numbers Across 107 Data Engineering Tasks

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4 min read
Can an LLM draw a high-level architecture diagram? I benchmarked six to find out

Kaggle Benchmarking Challenge Submission

Can an LLM draw a high-level architecture diagram? I benchmarked six to find out

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7 min read
On-device AI in React Native, late 2026: one AI SDK call, two engines, measured

On-device AI in React Native, late 2026: one AI SDK call, two engines, measured

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10 min read
Every "Should I?" Is a Bug. Your Personal AI Should Only Ever Ask About Money.

Every "Should I?" Is a Bug. Your Personal AI Should Only Ever Ask About Money.

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3 min read
Decision AI Is Becoming Its Own Category, and the Metrics Are Not Ready

Decision AI Is Becoming Its Own Category, and the Metrics Are Not Ready

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3 min read
When an LLM explains the rule but returns the wrong decision

Kaggle Benchmarking Challenge Submission

When an LLM explains the rule but returns the wrong decision

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6 min read
Evaluating the Causal Impact of Healthcare AI

Evaluating the Causal Impact of Healthcare AI

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1 min read
Nobody Reads Reviews Anymore. Not People, Not Agents — So We Built the Reader

Nobody Reads Reviews Anymore. Not People, Not Agents — So We Built the Reader

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3 min read
ulimit doesn't cap memory on macOS: stop a job before it swaps

ulimit doesn't cap memory on macOS: stop a job before it swaps

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4 min read
Model security on Hugging Face: what executes when you load

Model security on Hugging Face: what executes when you load

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7 min read
THX-01 Just Processed 70 Million Tokens. Our Open-Source Decision Model Is Just Getting Started.

THX-01 Just Processed 70 Million Tokens. Our Open-Source Decision Model Is Just Getting Started.

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3 min read
What Hong Kong's TSA Chinese Exam Actually Tests (And Why AI Tutors Get It Wrong)

What Hong Kong's TSA Chinese Exam Actually Tests (And Why AI Tutors Get It Wrong)

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3 min read
Claude Opus 5.5 vs GPT-6 Astra: Stop Picking a Winner and Start Routing

Claude Opus 5.5 vs GPT-6 Astra: Stop Picking a Winner and Start Routing

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5 min read
Palette Walk: open-source clustering for a short outdoor observation break

Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Submission 🌿

Palette Walk: open-source clustering for a short outdoor observation break

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2 min read
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