AI hiring monoculture is delivering racial bias at scale

A research project examining AI-driven recruitment hires across the US has revealed a systemic racial bias. Researchers from Stanford University found a startling pattern of racial disparities when looking at the interview offers resulting from 4 million job applications submitted to 156 employers. The situation is aggravated by the “monoculture” in AI hiring software: More…

Shadow AI: The hidden risk expanding across the enterprise

Companies and employees are racing to capture the value and efficiencies offered by AI, but security is often an afterthought. Employees are using unauthorized GenAI tools to summarize documents, draft emails, and analyze potentially sensitive or proprietary data. Developers are adding AI capabilities before security teams can review them. SaaS platforms are adding AI features…

Cloud spend is now a governance issue. Finance and IT need a new model

Cloud was designed to transform how companies operate, shifting infrastructure from fixed, capital-intensive investments to flexible and consumption-based services. For many organizations, it has delivered exactly that: greater agility, faster innovation and the ability to scale in ways that were previously impossible. At the same time, the flexibility that cloud provides has also changed the…

Vanguard’s AI investments pay dividends

Like many organizations, Vanguard has been using AI for more than a decade. But the arrival of generative AI in late 2022 spurred the investment management company to shift its use of AI from enabler to driver of “client value and business outcomes,” says Jennifer Manry, divisional CIO for corporate systems. At the time, Vanguard…

스노우플레이크, MCP 전문 스타트업 나토마 인수…AI 에이전트 통제 계층 강화

스노우플레이크는 기업들이 에이전틱 AI(agentic AI) 워크플로우를 시범 운영 단계에서 실제 업무 환경으로 확대하려는 움직임이 늘어나는 가운데, 이기종 기업 환경에서 운영되는 AI 에이전트의 거버넌스와 보안, 연결성을 강화하기 위해 미국 스타트업 나토마(Natoma)를 인수할 계획이라고 밝혔다. 클라우드 데이터 플랫폼 기업 스노우플레이크는 AI 에이전트가 새롭게 부상하는 모델 컨텍스트 프로토콜(Model Context Protocol, MCP) 표준을 통해 기업 내부 애플리케이션과 API, 비즈니스…