Firefox adds AI kill switch for users who are sick and tired of AI-everything

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Where tracing platforms evaluate turn by turn, Cekura evaluates the full session. Imagine a banking agent where the user fails verification in step 1, but the agent hallucinates and proceeds anyway. A turn-based evaluator sees step 3 (address confirmation) and marks it green - the right question was asked. Cekura's judge sees the full transcript and flags the session as failed because verification never succeeded.Try us out at https://www.cekura.ai - 7-day free trial, no credit card required. Paid plans from $30/month.We also put together a product video if you'd like to see it in action: https://www.youtube.com/watch?v=n8FFKv1-nMw. The first minute dives into quick onboarding - and if you want to jump straight to the results, skip to 8:40.Curious what the HN community is doing - how are you testing behavioral regressions in your agents? What failure modes have hurt you most? Happy to dig in below!。业内人士推荐heLLoword翻译官方下载作为进阶阅读

In my case, since I am using the microSD Card HAT, I downloaded the Firmware for Pico with SD Card Hat (208K + VGA Resolution) directly from the PicoMicroMac UF2 Creator page.

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另一方面,机器人的“大脑”仍面临着大模型不成熟、缺乏优质训练数据等挑战。