AI & RoboticsNews

How Capital One built production multi-agent AI workflows to power enterprise use cases

How do you balance risk management and safety with innovation in agentic systems — and how do you grapple with core considerations around data and model selection? In this VB Transform session, Milind Naphade, SVP, technology, of AI Foundations at Capital One, offered best practices and lessons learned from real-world experiments and applications for deploying and scaling an agentic…
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AI & RoboticsNews

Forget the hype - real AI agents solve bounded problems, not open-world fantasies

Everywhere you look, people are talking about AI agents like they’re just a prompt away from replacing entire departments. The dream is seductive: Autonomous systems that can handle anything you throw at them, no guardrails, no constraints, just give them your AWS credentials and they’ll solve all your problems. But the reality is that’s just not how the world works, especially not in the…
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AI & RoboticsNews

Bright Data beat Elon Musk and Meta in court — now its $100M AI platform is taking on Big Tech

Bright Data, the Israeli web scraping company that defeated both Meta and Elon Musk’s X in federal court, unveiled a comprehensive AI infrastructure suite Wednesday designed to give artificial intelligence systems unfettered access to real-time web data — a capability the company argues Big Tech platforms are trying to monopolize. The announcement of Deep Lookup, Browser.ai, and enhanced data…
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AI & RoboticsNews

How runtime attacks turn profitable AI into budget black holes

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. AI’s promise is undeniable, but so are its blindsiding security costs at the inference layer. New attacks targeting AI’s operational side are quietly inflating budgets, jeopardizing regulatory compliance and eroding customer trust, all…
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