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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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Bigger Context Windows Didn't Make Our RAG Smarter

Keyword density vs original decision logic

Bigger Context Windows Didn't Make Our RAG Smarter

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2 min read
LLM-as-judge disagrees with itself between runs

LLM-as-judge disagrees with itself between runs

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4 min read
I built on-device workout rep counting in Flutter — here's what actually worked

I built on-device workout rep counting in Flutter — here's what actually worked

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3 min read
Epoch Duel: Cyberpunk LLM Alignment Battle

Epoch Duel: Cyberpunk LLM Alignment Battle

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4 min read
When Fine-Tuning Stops Working: The Architecture Lesson That Took Our Healthcare AI From 60% to 92% Recall

When Fine-Tuning Stops Working: The Architecture Lesson That Took Our Healthcare AI From 60% to 92% Recall

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5 min read
My Loss Went Down, But My Model Still Broke — So I Built a Drift Metric

My Loss Went Down, But My Model Still Broke — So I Built a Drift Metric

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1 min read
Emotions on a cloned voice: a 25 MB graft, a steering vector, and a lot of dead ends

Emotions on a cloned voice: a 25 MB graft, a steering vector, and a lot of dead ends

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7 min read
I Thought "Never Making Mistakes" Was the Safest Strategy. The Data Said It's Actually More Dangerous.

I Thought "Never Making Mistakes" Was the Safest Strategy. The Data Said It's Actually More Dangerous.

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3 min read
I looked unbeatable in practice and lost the real fight

I looked unbeatable in practice and lost the real fight

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4 min read
Super-Memory-Hermes-V1: A Semantic Vector Memory System for AI Agents

Super-Memory-Hermes-V1: A Semantic Vector Memory System for AI Agents

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1 min read
Gemma 2 is here. The architectural tweaks are what matter.

Gemma 2 is here. The architectural tweaks are what matter.

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3 min read
What Are You Building Next? Three Python Paths Worth Taking in 2026

What Are You Building Next? Three Python Paths Worth Taking in 2026

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4 min read
Leanstral 1.5: Mistral's Open-Source Bet on Formal Verification Agents

Leanstral 1.5: Mistral's Open-Source Bet on Formal Verification Agents

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3 min read
Anthropic Found a Mind Hiding Inside Their Language Model

Anthropic Found a Mind Hiding Inside Their Language Model

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19 min read
Building Aigris: An On-Device AI Cybersecurity Agent for Android

Building Aigris: An On-Device AI Cybersecurity Agent for Android

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3 min read
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