AI News, Research and Tool Reviews
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Geopolitical drivers of sovereign compute and national AI programs
Global sovereign AI spending is projected to exceed $100 billion in 2026 as nations build state-owned supercomputers. Major initiatives like Saudi Arabia’s HUMAIN program and India’s IndiaAI Mission…
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The economics of Devin and the shift from replacement to task delegation
Cognition achieved a $492 million annual run rate after slashing Devin’s entry price to $20 per month. The company’s revenue model relies…
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Perplexity valuation hits $3 billion as enterprise demand scales
SoftBank Vision Fund 2 has invested up to $20 million in Perplexity AI, driving a $3 billion valuation. The search startup aims…
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The Google DeepMind evolution and the $500B infrastructure race
Google DeepMind leverages Gemini, TPUs, and Google Cloud to compete against OpenAI, which is negotiating a $500 billion AI data center campus…
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How Wayve’s embodied AI model scales autonomous vehicle partnerships
Wayve reached an $8.6 billion valuation following its Series D funding round to develop embodied AI for autonomous driving. The company uses…
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Moonshot AI Kimi k1.5 handles 2 million characters for enterprise analysis
Moonshot AI’s Kimi k1.5 model achieves 99.8% retrieval accuracy in Needle-in-a-Haystack tests with a 2 million character context window. This capability enables…
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SambaNova reaches $11 billion valuation driven by inference demand
SambaNova Systems achieved an $11 billion post-money valuation following a $1 billion Series F round. The company is pivoting toward premium inference…
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Enterprise context windows and the AI21 Jamba strategy
AI21 Labs utilizes a hybrid Mamba-Transformer architecture in its Jamba model family to provide efficient 256K token context windows. This design allows…
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Why pension funds miss the Anthropic allocation
Pension funds lose allocations by overlooking governance risks like Anthropic’s Long-Term Benefit Trust and misjudging scaling fallacies. Anthropic’s revenue trajectory reached a…
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