AI News, Research and Tool Reviews
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Why your ARM migration fails to beat Graviton4 performance-per-dollar
Improper machine-native code porting can negate the 45 percent cost advantage of AWS Graviton instances. Engineers also face significant budget leaks from orphaned EBS volumes and missing S3…
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Perplexity’s $20 billion valuation and the threat to Google search
Perplexity reached a $20 billion valuation in September 2025 as it competes with Google’s search dominance. While Google’s AI Overviews reduce publisher…
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Risks in SambaNova’s supply chain for Saudi Arabia’s AI cloud push
SambaNova faces significant supply chain hurdles and market consolidation threats as Saudi Arabia pursues a $40B sovereign AI cloud project. Key risks…
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A guide to Sierra’s conversational AI and enterprise agent deployment
Sierra’s Agent OS 2.0 platform enables enterprise brands like Singtel and Cigna to automate customer service. The system delivers high efficiency, such…
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Groq LPU performance versus Llama 4 deployment realities
Groq claims a 10x speed advantage over H100 clusters for Llama 2 70B, but hardware costs for Groq runs are 40x higher…
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The people shaping Character.AI’s $5B valuation
Character.AI is negotiating a new funding round that could value the startup between $5 billion and $6 billion. The company manages 20…
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How Devin’s autonomous coding agent simplifies SAP S/4HANA migration
Devin automates the S/4HANA migration pipeline by handling codebase assessment, logic extraction, and programmatic refactoring. Early adopters using this technology report project…
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Moonshot AI valuation and Kimi K3 performance
Moonshot AI reached a $35 billion valuation following a $3.5 billion funding round. The company’s 2.8 trillion parameter Kimi K3 model offers…
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Harvey’s $15.5B valuation and the Big Law shift to proprietary AI
Harvey reached a $15.5 billion valuation as legal AI disrupts traditional firm models. While Harvey leads in revenue, Kirkland & Ellis is…
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