AI News, Research and Tool Reviews
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Harvey’s $15.5B Valuation and OpenAI Enterprise Partnership
Harvey raised $550 million at a $15.5 billion valuation, claiming use by 80 percent of Am Law 100 firms. The company partners with OpenAI to build custom legal…
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Why Mistral’s Codestral 25.01 matters for JetBrains and Cursor
Mistral’s Codestral 25.01 addresses the AI coding market’s shift from autocomplete to complex delegation. It offers a cost-effective alternative to expensive frontier…
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Lambda Labs GPU Price Hikes
Lambda Labs raised on-demand H100 SXM rates to $4.89 per hour on November 8, a 14 percent increase that widens the gap…
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Common Mistakes with Cerebras CS-3 and PyTorch Distributed Training
Cerebras CS-3 wafer-scale clusters often underperform due to incorrect PyTorch wrapping and ignored mixed precision settings. A 70B model checkpoint requires 980…
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A beginner’s guide to Codestral Mamba vs GitHub Copilot
GitHub Copilot serves over 180 million developers with an integrated ecosystem that supports agent-scale workflows and end-to-end software delivery.
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Positron FPGA chips cut inference costs for Llama and Mistral
Positron AI raised $875 million to develop Asimov chips that deliver 3.5x better performance per dollar than Nvidia H100 GPUs. The hardware…
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Photonic AI Chips: The Bandwidth Race
The photonic chip market is projected to reach $9.3 billion by 2032 as optical interconnects solve electrical bandwidth limits. Lightmatter’s M1000 interposer…
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Pinecone Pricing Traps and RAG Pipeline Efficiency
Pinecone storage costs scale with vector dimensions, where 1536-dimensional embeddings consume six times the space of 256-dimensional ones. Optimizing RAG pipelines requires…
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People shaping Adept’s ACT-2 agent and Amazon workforce automation pivot
Adept AI split in 2024, with co-founders joining Amazon’s AGI lab to develop Nova Act while a 30-person team under CEO Zach…
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