Latest stories
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SN40L performance and trillion-parameter expert scaling
SambaNova’s SN40L RDU node achieves a 3.7x speedup over DGX H100 when running 150 7B experts totaling over 1 trillion parameters. The…
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Anthropic’s $965B valuation and revenue surge
Anthropic reached a $965 billion valuation in May 2026 as its annualized revenue climbed to $65 billion by July 2026. The company…
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Positron AI reaches $5 billion valuation with Asimov chip
Positron AI secured $875 million in Series C funding to advance its Asimov inference chip, which targets five times more tokens per…
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Jasper’s market position and the AI marketing ROI measurement gap
Marketing professionals report a decline in demonstrable AI ROI from 49% to 41% as governance becomes a primary scaling blocker. While Jasper…
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DeepSeek’s efficiency advantage in Chinese enterprise cloud deployments
DeepSeek-V3 utilizes a Mixture-of-Experts architecture with 671 billion parameters to achieve high performance at a low cost. This design allows for a…
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Databricks’ $188B valuation and Mosaic AI revenue growth vs Snowflake
Databricks reached a $188 billion valuation in July 2026 following a $5 billion funding round. The company reported over 80% year-over-year growth…
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The SRAM cost trap in wafer-scale training
Prioritizing on-chip SRAM for massive parameter counts can cause the Cerebras CS-3 TCO advantage to vanish. Storing a Qwen3-235B model with 131K…
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The economics of Sierra’s $4.5B conversational AI platform
Sierra reached $150 million in annual recurring revenue in early 2026 using an outcome-based pricing model. This approach contrasts with per-seat models…
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The people shaping Groq’s $6.4B chip startup and TSA facial recognition
Groq secured $650 million in growth capital to expand its AI inference cloud following a major NVIDIA technology agreement. Meanwhile, the Privacy…
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Tenstorrent Blackhole architecture and AI inference economics
Tenstorrent’s Blackhole architecture offers scalable AI inference for edge deployments, providing a cost-effective alternative to Nvidia hardware. Strategic investments from LG and…
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Figure AI leads with BMW deployment
Figure AI robots completed an 11-month deployment at BMW’s Spartanburg plant, moving 90,000 components to help produce 30,000 X3 vehicles. The transition…
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Deploying Harvey AI for enterprise legal workflows
Harvey deploys via embedded engineers who spend up to twenty-eight weeks mapping workflows and building knowledge bases. The platform achieves 97% field…