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  "text": "@charles_irl @xeophon @charles_irl I’ve been looking at public benchmark traces for 48 hours straight and I can tell you that benchmark quality is abysmal.  I am on the floor in disbelief \n\n- Graders not setup correctly \n- Harnesses and environments that are slop coded and not really testing what you think they are, meaning the agent is doing the right thing but still getting dinged \n- Dumb tests like running in a half specified environment that doesn’t return feedback or errors if a tool call is made incorrectly so agent can’t even correct itself \n- Straight up incorrect assertions \n- Not giving agents sensible tools in the first place or not using the APIs properly \n\n@xeophon has spent the most time on this out of anyone I’ve talked to.  I just started looking at it on Monday, he’s been at it for many months",
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