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Search startup Exa Labs Inc. today announced that it has raised $250 million in funding to purchase more infrastructure. The round was led by Andersen Horowitz. It comes less than a year after Exa’s previous raise, a $85 million Series B investment that included contributions from Nvidia Corp. and Y Combinator. The company is now […]
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As enterprises graduate from AI experimentation to production-scale agentic deployments, the infrastructure assumptions of the chatbot era are rapidly giving way to a more distributed and cost-conscious hybrid AI architecture. The shift is playing out in real time, with the AI factory emerging as the central organizing principle for rearchitecting enterprise compute. Tok...
Enterprises have figured out how to stand up AI agents, but agent management is another problem entirely. The agentic moment is forcing organizations to interrogate everything, including the operating and business models that underpin longstanding infrastructure. That is because agentic AI requires a fundamentally different approach to process design — not automating what exi...
Curated AI ecosystems are becoming the defining architecture of enterprise AI. The shift does not announce itself with spectacle. It shows up in procurement decisions, architecture diagrams and the slow retreat from fragmented experimentation toward systems that can actually hold under governance, security and operational pressure. The story stops being about model accuracy i...
The workforce is no longer purely human — and closing the gap between how companies manage people and how they govern AI agents has become one of the defining operational challenges of the digital worker lifecycle. As agentic AI spreads across every facet of the enterprise, IBM Corp. is betting that the same management rigor […]
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