first-tree on X: "Kimi K3 w. context tree beats GPT5.6 SOL https://t.co/7Ss31DsACX" / X<br>Post

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@first_tree_ai

Kimi K3 w. context tree beats GPT5.6 SOL<br>Kimi K3 with First Tree Beats GPT 5.6 Sol on a Real Engineering Task

span:not(:empty)~span:not(:empty)]:before:content-['·'] [&>span:not(:empty)~span:not(:empty)]:before:px-1 [&>span:not(:empty)~span:not(:empty)]:before:shrink-0">11:17 PM · Jul 30, 20261.4KViews

span:not(:empty)~span:not(:empty)]:before:content-['·'] [&>span:not(:empty)~span:not(:empty)]:before:px-1 [&>span:not(:empty)~span:not(:empty)]:before:shrink-0 min-w-0 overflow-hidden">Bestony | 白宦成

@xiqingongzi

21h

awesome work @Kimi_Moonshot

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span:not(:empty)~span:not(:empty)]:before:content-['·'] [&>span:not(:empty)~span:not(:empty)]:before:px-1 [&>span:not(:empty)~span:not(:empty)]:before:shrink-0 min-w-0 overflow-hidden">Uttam Varma<br>@uttamvarma

17h

Using one real issue and publishing the PRs makes this more useful than a model-only benchmark. The remaining trust boundary is the grader. Did a human independently review Claude's scoring against the frozen rubric?

svg]:size-5 text-body hover:bg-mix-current hover:bg-mix-amount-10 active:bg-mix-current active:bg-mix-amount-15 focus-visible:bg-mix-current focus-visible:bg-mix-amount-10 outline-current -m-2 shrink-0 cursor-pointer border-transparent p-0 text-body size-9 [&>svg]:size-[1.25em] [&>[data-engagement-icon]]:size-[1.25em] group-hover:bg-mix-current group-hover:bg-mix-amount-10" aria-label="View count" type="button" data-state="closed" href="/uttamvarma/status/2083032263344955550/quotes">9

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