AI News, Research and Tool Reviews
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Lightmatter Passage: A Beginner’s Guide to Photonic Interconnects
Lightmatter’s $4.2 billion Passage photonic interconnect replaces copper cables with light-based links in hyperscale data centers. The system uses 3D optical chiplet packaging to reduce power consumption and…
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Poolside engineers use the $3B coding model to automate software development
Poolside utilizes its Laguna model family, including the 3B parameter XS 2.1, to automate software engineering tasks. The company reached a $3…
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Posit releases version 2026.11.0 for data science workflows
Posit PBC has released version 2026.11.0 of its Positron IDE, a source-available tool featuring an AI assistant that connects to live Python…
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Financial and structural hurdles for Cerebras wafer-scale deployment
Cerebras Systems faces significant manufacturing dependencies on TSMC and high capital requirements to support its $7.92 billion cash reserve. While the CS-4…
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NVIDIA’s journey from Tesla K20 to Blackwell B200 dominance
NVIDIA’s software moat built on CUDA and early Kepler architecture paved the way for the Blackwell B200, which delivers 20 petaflops of…
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Devin AI pricing and enterprise performance realities
Cognition AI’s Devin 3.4.2 achieves 64.1% accuracy on closed-source enterprise codebases, trailing behind Cursor 2.1.0’s 84.7% accuracy. Current Team plans start at…
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The high cost of digital companionship
Character.AI faces intense backlash as 51% of analyzed user reviews cite intrusive advertisements and aggressive paywalls. The platform struggles with emotional dependency…
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Deploying Adept document control and workflow automation
Adept provides document control and workflow automation for engineering teams, reducing the 30% to 40% of time engineers spend searching for information.…
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Cohere enterprise AI platform capabilities
Cohere’s North platform delivers 85% real-time approvals and an 8-9x ROI for streamlined processes in health plan operations. The agentic AI system…
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