Voxtral TTS: Mistral’s Open Model, Hype vs Hardware
Imagine you ship a voice agent that talks to customers all day, and then your TTS provider changes their pricing,…
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Local LLM Coding: $500 GPU Beats Claude: Not the Story
A frozen 14B Qwen model, quantized and running on a single RTX 5060 Ti, scores 74.6% pass@1 on LiveCodeBench after…
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Karpathy Autoresearch: 700 Experiments Rewire AI Research
If you tried to copy Karpathy autoresearch this weekend, the first thing you’d hit isn’t the 630 lines of Python….
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Persona Drift: Why LLMs Go Insane Under Repetition
A model gets pinged every few seconds for the time. Nothing else. After enough rounds, it starts acting “fed up,”…
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The NZ Town Subsidising Silicon Valley’s AI Boom
A farmer outside Invercargill stands at a fence line and tries to picture it: the paddock across the road, not…
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NVIDIA Rubin Performance: Why ‘Only 2×’ Misses the Point
A guy on Reddit squints at an NVIDIA slide, sees “2×” at the edge of a curve, and declares that…
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AMI Labs: Why LeCun’s $1.03B Bet Resets AI Research
A dozen‑ish people, zero product, and $1.03 billion in the bank. That’s AMI Labs right now. If you look at…
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What Was the Eins Catalogue in Enigma Codebreaking and How Did It Work?
The Eins Catalogue was a paper listing of every possible way the German word eins could be encrypted on a…
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What Is Gardening in Cryptography and How Does It Work?
In cryptography, gardening is the practice of deliberately causing an opponent to send messages that contain a specific, known piece…
