Why Enterprise AI Keeps Failing, and It’s Not the Model’s Fault

Enterprise leaders have spent two years and hundreds of billions of dollars on AI. The results have been uneven. According to McKinsey’s 2024 global survey, fewer than one in three companies report that their AI investments have generated meaningful, sustained business value. The demos tend to impress, and production tends to disappoint. The diagnosis offered…

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Malicious Hugging Face model masquerading as OpenAI release hits 244K downloads

A malicious Hugging Face repository posing as an OpenAI release delivered infostealer malware to Windows systems and logged 244,000 downloads before being removed, raising fresh concerns about how enterprises source and validate AI models from public repositories. The repository, named Open-OSS/privacy-filter, impersonated OpenAI’s legitimate Privacy Filter release, copied its model card almost word-for-word, and included…

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How to add AI to an existing product (without annoying users)

While generative AI has shown promising results in advancing software engineering, its inclusion within end-user applications is a different story. Features labeled as AI continue to pop up across every UI, but they’re not always helpful or useful. Often driven by hype, they can become a distraction, or worse, a productivity killer. “Many fall into…

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