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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Okta’s COO says companies are in denial about the hardest part of the AI revolution: redesigning work itself

    Okta's COO, Eric Kelleher, argues that the primary challenge of AI adoption isn't the technology itself, but rather the deeply ingrained management practices focused solely on human headcount. He advocates for a shift towards 'work planning' that explicitly budgets for and integrates AI agents as colleagues alongside human employees. This organizational redesign is crucial because companies are experiencing an 'activation gap,' where AI transformation is rapid but not yet yielding expected productivity gains, indicating a disconnect between AI capabilities and actual business outcomes. AI

    Okta’s COO says companies are in denial about the hardest part of the AI revolution: redesigning work itself

    IMPACT Companies must rethink management and budgeting to effectively integrate AI agents as colleagues, addressing an 'activation gap' where AI is adopted but not yet yielding productivity gains.

  2. ‘Nobody’s safe’: Cognizant projected 90% of jobs would be disrupted by 2032—but we’re beyond it 6 years early

    Cognizant's research indicates that generative AI is impacting jobs much faster than initially predicted. A 2023 forecast suggested 90% of jobs would be affected by 2032, but current data shows 93% are already AI-capable, with 30% facing existential change. Even traditionally 'AI-proof' roles like plumbers are being reshaped, as AI assists with diagnosis, planning, and administrative tasks, though the physical work remains human. Cognizant executives believe AI will ultimately reshape rather than eliminate jobs, creating new opportunities as businesses adapt their operating models. AI

    ‘Nobody’s safe’: Cognizant projected 90% of jobs would be disrupted by 2032—but we’re beyond it 6 years early

    IMPACT AI is reshaping job roles and the labor market, creating new opportunities and requiring significant organizational change management.