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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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I graded my own ML option forecasts. Here's the Brier score.

I graded my own ML option forecasts. Here's the Brier score.

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2 min read
Why consumer sleep accuracy is a trap (and what to measure instead)

Why consumer sleep accuracy is a trap (and what to measure instead)

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2 min read
๐—”๐—œ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—–๐—ต๐—ฎ๐—ฝ๐˜๐—ฒ๐—ฟ ๐Ÿฏ: ๐—ช๐—ต๐˜† ๐—˜๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—œ๐˜€ ๐—›๐—ฎ๐—ฟ๐—ฑ๐—ฒ๐—ฟ ๐—ง๐—ต๐—ฎ๐—ป ๐—œ๐˜ ๐—Ÿ๐—ผ๐—ผ๐—ธ๐˜€

๐—”๐—œ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—–๐—ต๐—ฎ๐—ฝ๐˜๐—ฒ๐—ฟ ๐Ÿฏ: ๐—ช๐—ต๐˜† ๐—˜๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—œ๐˜€ ๐—›๐—ฎ๐—ฟ๐—ฑ๐—ฒ๐—ฟ ๐—ง๐—ต๐—ฎ๐—ป ๐—œ๐˜ ๐—Ÿ๐—ผ๐—ผ๐—ธ๐˜€

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4 min read
Why I Ditched Vendor Lock-In: An Open Source Dev's Take on AI API Strategy

Why I Ditched Vendor Lock-In: An Open Source Dev's Take on AI API Strategy

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8 min read
Cohere's Aya 23 Release: A Practical Look at Open, Multilingual Models

Cohere's Aya 23 Release: A Practical Look at Open, Multilingual Models

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3 min read
Easy-to-Read Research by flookkrup EP.2: Why Your "Beautiful" PDFs Are Just Ancient Ruins in the Eyes of AI

Easy-to-Read Research by flookkrup EP.2: Why Your "Beautiful" PDFs Are Just Ancient Ruins in the Eyes of AI

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3 min read
RAG Chunking Strategies That Survive Production: Beyond the 512-Token Default

RAG Chunking Strategies That Survive Production: Beyond the 512-Token Default

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10 min read
DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2025?

DeepSeek vs Qwen vs Kimi vs GLM: Which AI API Actually Wins in 2025?

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7 min read
The 3 Canadian Companies I'd Call If I Needed to Automate My Clinic's Front Desk

The 3 Canadian Companies I'd Call If I Needed to Automate My Clinic's Front Desk

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6 min read
A Kalman Filter Is a Memory System

A Kalman Filter Is a Memory System

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7 min read
AI Startup Infrastructure: $0 Oracle, $12 Groq, $40 BrightData โ€” Real Costs

AI Startup Infrastructure: $0 Oracle, $12 Groq, $40 BrightData โ€” Real Costs

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6 min read
Can a Cheap Model Beat a Frontier Model? Rebuilding Recursive Language Models with Codex

Can a Cheap Model Beat a Frontier Model? Rebuilding Recursive Language Models with Codex

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6 min read
The KV Cache Is the Bottleneck: A 2026 Field Guide to Attention Variants

The KV Cache Is the Bottleneck: A 2026 Field Guide to Attention Variants

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4 min read
Why we built an audio-first sleep tracker (and what it taught us about on-device ML)

Why we built an audio-first sleep tracker (and what it taught us about on-device ML)

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2 min read
How I Built a Multi-Agent AI Research Suite with Human-in-the-Loop Validation

How I Built a Multi-Agent AI Research Suite with Human-in-the-Loop Validation

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4 min read
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