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A new finding from AI development circles is raising serious questions about how much we should trust our language models. Researchers using an evaluation harness discovered something qualitative review consistently missed — AI models tend to express the most confidence precisely when they are wrong. That inverse relationship between certainty and accuracy has real consequences for any team deploying these tools in production.
Shifting to the consumer side, Amazon is offering a one hundred dollar gift card bundled with preorders of the Google Pixel eleven for unlocked buyers. It is a straightforward deal without the usual carrier strings attached, which makes it genuinely useful for people who want flexibility. Whether the phone itself justifies the price remains the more interesting question once reviews land.
And in the world of sports and technology marketing, Formula One world champion Lando Norris has signed on as an ambassador for a company positioning itself as, quote, rocket fuel for AI. Celebrity endorsements in enterprise tech are increasingly common, but attaching a racing champion to a B2B brand signals just how aggressively AI companies are competing for visibility right now, credibility questions aside.
Keep surfing. Tech Beat out.
