A model's real thinking is long, messy, and hidden. We bring it back. 模型真正的推理冗长、杂乱,且被隐藏。我们将其还原。
The biggest recent leap in model capability comes from letting models reason longer before
answering. But the API normally exposes only a compact summary. Our work turns the
signature field into a checkable unlock path, so you can inspect far more than the final answer.
模型能力近来最大的一次跃升,正来自让模型在作答前进行更长的推理——如今大部分"智能"都藏在这段看不见的思考里。
但 API 通常只暴露一段高度压缩的摘要。我们的工作把 signature 字段转化为一条可验证的解锁路径,
让你看到的远不止最终答案。
signature preserves a sealed reasoning state.signature 保存着一份封存的推理状态。You shouldn't believe any of this on our say-so — so don't. Bring a secret we have never seen, hide it in a model's private reasoning, and hand us only the signature. If the secret comes back — a secret we never saw — you have checked the unlock path yourself. 你不必因为我们这么说就相信,那就别信。取一个我们从未见过的秘密,将它藏进模型的私有推理中, 只把签名交给我们。如果这个秘密最终被读了回来,你就亲手验证了整条解锁路径。
The answer is the tip. The reasoning is the iceberg.答案只是冰山一角,推理才是水面下的整座冰山。
For a modern reasoning model, the visible answer is a tiny compression of a much larger hidden process. The chain of thought is where the model actually does the work — and it is the single most valuable, most revealing artifact a model produces. When it stays sealed, you lose far more than a few extra paragraphs. 对当代推理模型而言,你看到的答案只是一段更庞大的隐藏过程被高度压缩后的结果。思维链才是模型真正推理之处, 也是它所能产出的、最有价值、最具信息量的部分。一旦被封存,你失去的远不止几段文字。
The summary is small. The hidden process is where the action is.摘要很短,真正的过程在背后。
The reasoning is the most valuable thing the model produces — and it's the one thing you're not allowed
to see. The API returns, at best, a short summary written by a different, smaller model; often it returns
nothing at all. Unlocking a deeper view from the signature closes that gap.
推理是模型产出中最有价值的部分,却偏偏是唯一不让你看的。API 最多返回一段由另一个更小的模型撰写的简短摘要,
很多时候则什么都不返回。从 signature 中解锁更深一层的视图,正是为了填补这一缺口。
Prove it with a secret only you know用只有你知道的秘密来验证
Don't take our word for it. Pick a secret, generate a signature yourself against your own provider, and hand us only the signature — never the secret. We run the unlock and show you exactly what comes back. 不必轻信我们。自己想一个秘密,用你自己的 provider 亲手生成签名,只把签名交给我们, 绝不交出秘密。我们运行解锁,并将读出的结果如实展示给你。
curl command for you to run in your own terminal.
选一个你持有凭据的平台,输入任意秘密字符串,粘贴你的 API key/token。这里的一切都只留在你的浏览器中,
我们只为你拼出一条 curl 命令,供你在自己的终端里运行。signature. (Requires curl; the jq-free version uses grep.)
你的秘密嵌在请求中,但不会出现在可见答案里;命令只提取 signature。(需要 curl;
此版本不依赖 jq,改用 grep。)