AI & ML

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The Multicloud Resilience Myth: When a Second Cloud Reduces Risk and When It Multiplies It

Introduction Multicloud is often treated as a resilience shortcut. The argument sounds reasonable: if one cloud provider fails, workloads can continue in another. A second provider appears to remove concentration risk, reduce dependence on one vendor, and create an escape path from a major outage. That conclusion is only valid when the application, data, traffic,

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Adeel Khan, founder of MagicSchool AI.

‘Nobody Wanted to Give A Former Principal Money’: How An Educator Built An Edtech AI Startup With $63M From VCs

Editor’s note: The following is the first profile in a series of articles in coming weeks about startup founders from non-technical backgrounds who have launched successful venture-backed companies. In November 2022, Adeel Khan was doing something rare for a longtime educator: taking time off. Having launched his career as a teacher in Atlanta Public Schools,

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Your AI Strategy May Be Destroying Your Exit Value

It seems that more and more boards and founders view AI as a valuation enhancer and future-proof strategy. While I agree that for some companies this may be true, in other cases I think it may actually be destroying the company’s value. It is difficult to define the extent to which a specific company should

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The era of the machine: Silicon Valley shows off humanoid robots

For decades, humanoid robots belonged to the realm of science fiction. But today, they’re one of Silicon Valley’s hottest markets. According to consulting firm McKinsey, automation could transform up to 30 percent of all hours worked across the US economy by 2030. Dozens of companies are already developing robots that can interact with people and even help

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VCF 9.1 Private AI Security: How NSX and vDefend Protect Models, Data, and GPU Workloads

TL;DR VCF 9.1 Private AI security is not one firewall rule, one dashboard, or one product. It is an architecture in which VCF Private AI Services supplies the AI service layer, VCF Networking and NSX control connectivity and segmentation, VMware vDefend provides lateral security and threat prevention, and operations tooling correlates model activity with identity,

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