
Enterprise AI: It's a trust problem, not just data retrieval
Companies are racing to deploy AI agents, but there's a snag. These digital assistants often confidently spout wrong answers, thanks to flaky data.
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Saturday, August 1, 2026
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Companies are racing to deploy AI agents, but there's a snag. These digital assistants often confidently spout wrong answers, thanks to flaky data.

Every company dreams of its own AI butler, yet balks at feeding family secrets to Google or OpenAI. Someone's finally trying to solve that sticky dilemma.

Picture an AI colleague reading every Slack message, learning how your company actually works, and getting smarter the more it chats with your team. Anthropic just dropped Claude Tag, and it's way more clever (and more unsettling) than it looks.
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There's a moment in every tech company's life when executives start packing their bags more often than a traveling salesman. OpenAI is having one of those moments right now. Just five months after his return, Barret Zoph — head of enterprise AI sales — has already walked out the revolving door.

According to the Financial Times, OpenAI is about to pull a 180-degree turn: forget the chat as we know it and transform ChatGPT into a platform for AI agents and coding. A senior OpenAI member put it bluntly: «chat is dead». Meanwhile, you thought the problem was writing smarter prompts.