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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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The Physics of Socratic Prompting: Somatic Recoil, Chess Alpha-Beta, & The NLP Meta-Model

Uses a Google Maps analogy for bad RLHF routing

The Physics of Socratic Prompting: Somatic Recoil, Chess Alpha-Beta, & The NLP Meta-Model

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14 min read
I Surveyed 123 People in India to Benchmark Frontier AI

Kaggle Benchmarking Challenge Submission

I Surveyed 123 People in India to Benchmark Frontier AI

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5 min read
I benchmarked Cloudflare's new open decision model against the hosted API it's trying to replace

I benchmarked Cloudflare's new open decision model against the hosted API it's trying to replace

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4 min read
The Problem With AI Football Predictions Isn't the AI

The Problem With AI Football Predictions Isn't the AI

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4 min read
Day 1: Demystifying AI — From Buzzword to Business Logic

Day 1: Demystifying AI — From Buzzword to Business Logic

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4 min read
The Rise of AI Coding Agents: From Code Completion to Autonomous Software Engineering

The Rise of AI Coding Agents: From Code Completion to Autonomous Software Engineering

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4 min read
Why AI Voices Sound Incredible for 30 Seconds and Unbearable After Three Minutes

Why AI Voices Sound Incredible for 30 Seconds and Unbearable After Three Minutes

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8 min read
Valid JSON is not enough: testing bilingual patch contracts on Kaggle

Kaggle Benchmarking Challenge Submission

Valid JSON is not enough: testing bilingual patch contracts on Kaggle

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4 min read
Building a Secure and Responsible Multi-Cloud RAG Platform on AWS and Azure

Building a Secure and Responsible Multi-Cloud RAG Platform on AWS and Azure

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4 min read
AI Weekly — 2026-09-25 to 2026-10-02 | Gemini 4 Argon, China silicon, and a $20.40 exploit

AI Weekly — 2026-09-25 to 2026-10-02 | Gemini 4 Argon, China silicon, and a $20.40 exploit

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5 min read
Sandboxing Ultraleve de Agentes Autônomos com Firecracker MicroVMs e eBPF: O Fim das Brechas RCE em Execução de Código em Produç

Sandboxing Ultraleve de Agentes Autônomos com Firecracker MicroVMs e eBPF: O Fim das Brechas RCE em Execução de Código em Produç

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19 min read
Can LLMs audit multi-agent prompts? I made them grade my robot football team.

Kaggle Benchmarking Challenge Submission

Can LLMs audit multi-agent prompts? I made them grade my robot football team.

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5 min read
Stop vibe-checking your model: write real evals with inspect_ai, the UK AI Safety Institute's framework

Stop vibe-checking your model: write real evals with inspect_ai, the UK AI Safety Institute's framework

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6 min read
Search Relevance & ML Ranking: Getting Search Right

Search Relevance & ML Ranking: Getting Search Right

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3 min read
I built maarg: Python experiment tracking with zero logging boilerplate

I built maarg: Python experiment tracking with zero logging boilerplate

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2 min read
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