Business & Funding
Funding rounds, acquisitions and the business of AI.
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The $400M foundation for universal robot brains
Physical Intelligence secured $400 million to develop the π0 model, a generalist robotic brain designed to control diverse hardware. This technology aims…
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Helsing’s defense AI growth and Ukraine drone deployments
Munich-based Helsing has reached an $18 billion valuation following rapid capital raises. The company provides AI-equipped HX-2 strike drones and CA-1 Europa…
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Understanding Anthropic Claude Enterprise pricing and usage
Claude Enterprise uses a dual billing model combining $20 monthly seat fees with usage-based API rates. Organizations must manage variable token costs…
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Scale AI valuation shifts as defense revenue grows
Scale AI faces a revenue guidance drop to $1 billion in 2026 following a Meta investment that caused major clients like OpenAI…
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xAI Colossus vs Microsoft Stargate: AI supercomputer efficiency
xAI’s Colossus cluster in Memphis delivers better training cost per watt than the Stargate project due to its 2 gigawatt capacity and…
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What changed in CoreWeave’s $2.3B debt refinancing this month
CoreWeave’s new $2.6 billion DDTL 5.5 facility shows rising capital costs, with interest spreads jumping to SOFR plus 550 basis points. The…
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The $7 billion NVIDIA arrangement and Poolside’s coding AI strategy
NVIDIA has entered a $7 billion agreement with Poolside to license Model Factory software and hire 109 engineers. This strategic pivot follows…
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The $190 billion valuation and the Databricks IPO path
Databricks reached a $190 billion valuation following a $5 billion strategic funding round in August 2026. The company maintains an 80 percent…
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The growing market for AI agent orchestration
The agentic AI market reached $9.68 billion in capital, driven by a shift from single agents to coordinated multi-agent systems. This evolution…
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The Perplexity AI valuation climb
Perplexity AI grew from a $500 million valuation in early 2024 to $23 billion by January 2026. The company achieved this rapid…
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Anthropic’s revenue growth and the accounting gap explained
Anthropic’s annualized revenue reached $65 billion, driven largely by Claude Code and a massive surge in enterprise customers. The company’s lead over…
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What AI Revenue Multiples Actually Measure
The same headline revenue can mean very different economics once the inference bill is taken out. The questions that separate similar-looking companies.
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