The full stack behind abundant intelligence
OpenAI CFO Sarah Friar explains how advances across chips, compute, models, and products compound to deliver more useful intelligence at greater scale and lower cost.
AI & ML
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The Design System as the Control Plane for AI-Generated UI
AI-assisted development has made it easier to generate frontend code quickly. A developer can ask for a form, a dashboard widget, a settings page, or a modal flow and get a working first draft in seconds. That speed is useful, especially when teams are moving through routine UI work. But speed creates a problem that’s
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Jalapeño’s first results show industry-leading speed and efficiency in AI inference
Jalapeño is a custom inference chip from OpenAI that delivers faster, more power-efficient AI inference, with higher throughput and lower latency for modern models.
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AI won’t replace radiologists, but it will dramatically change their jobs
In 2016 Geoffrey Hinton, the Nobel-winning “godfather of AI,” predicted that radiologists—the physicians who read X-rays, ultrasounds, and other images to help make medical diagnoses—would find themselves replaced by computers within five years. Today the field can retort by quoting Mark Twain’s famous quip: The report of my death was an exaggeration. Radiology’s ranks are
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With new Mac Studio and Mac mini, Apple leans hard into local AI inference
The Mac mini and Mac Studio occupy two distinct points in Apple’s lineup of desktops, but lately, they’ve had something in common: They’re popular for local AI inference and software development thanks to the advantages of their unified memory architecture and the fast CPUs and GPUs on their systems-on-a-chip. Today, Apple announced new iterations of
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Are graduates prepared for the AI era? FT Working It
How AI is changing university graduates’ pathways to lucrative careers
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This A.I. Start-Up Aims to Reverse the Backlash Against Data Centers
Emerald AI, now valued at $1.05 billion, uses software to keep power demand at the computing facilities from getting out of control.
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Inside The Private-Market Divide: EquityZen’s Phil Haslett On AI, SaaS And Secondaries
As startups stay private longer, the market for buying and selling shares in venture-backed companies before they go public has become increasingly active — and heated. EquityZen has been operating in that market since 2013. The New York-based company operates a marketplace for shares of privately held companies, giving employees and other shareholders a way
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Why Bootstrapped Businesses Are More Relevant Than Ever
By Richard de Silva In Silicon Valley, if a founder wants to build the next unicorn, there’s a formula: find a bold idea, surround yourself with well-heeled advisers and investors, and raise a war chest. With cash and fundraising buzz, go after a large market in search of product-market fit. That journey sometimes leads to
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Shadow Agents, Standing Privileges, and the Governance Gap Between Deployment and Discovery
There was a brief window where AI agent security felt like a future problem. Organizations deployed copilots, coding assistants, and autonomous workflows on the assumption that the worst case was a bad recommendation or a hallucinated answer. That window closed in the first half of 2026, when a cluster of vulnerabilities and a landmark incident