AI & Machine Learning11 min
Voxtral TTS: Open-Weight AI That Rivals ElevenLabs (2026)
Mistral's Voxtral TTS is a 4B open-weight text-to-speech model with a 68.4% win rate vs ElevenLabs Flash v2.5. 9 languages, 3s voice cloning, $0.016/1K chars.
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AI & Machine Learning11 min
Mistral's Voxtral TTS is a 4B open-weight text-to-speech model with a 68.4% win rate vs ElevenLabs Flash v2.5. 9 languages, 3s voice cloning, $0.016/1K chars.
AI & Machine Learning15 min
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Guide · 60 min read
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OpenAI shut down Sora after burning $15M per day on inference with only $2.1M in lifetime revenue. Here is what went wrong and what it means for AI.
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Beyond hourly rates — true GPU cloud TCO in 2026: egress, storage, commitment discounts, and what AI training and inference actually cost per month.
Cloud & DevOps10 min
Specialized GPU clouds cost 60–85% less than AWS. RunPod, Vast.ai, Thunder Compute, and Northflank benchmarked for AI training and inference in 2026.
AI & Machine Learning16 min
Build a neural network from scratch in Python using only NumPy. Backpropagation, gradient flow, every line of training explained — no frameworks, no magic.