TrueMeans▲World

方法论

Method

TrueMeans.World 如何理解一段内容“真正想表达什么”。

How TrueMeans.World reads what a piece of content really means.

意图分析是什么

What is intent analysis

意图分析指从一段内容推断说话者真正想达成的目的——推销、说服、塑造文化、转移话题、施加压力等——而不只是读字面意思。

Intent analysis infers the speaker's real goal behind a statement — promoting, persuading, shaping culture, deflecting, applying pressure — beyond the literal words.

回答对象是内容,不是人

We read the content, not the person

所有问题都针对“这段内容本身”。我们不评判提问者是谁,也不猜测你的动机。

Every question targets the content itself. We don't judge who is asking, nor guess your motives.

AI速答与概率

AI Quick Answer and probabilities

回答由 AI速答给出(底层是 Cloudflare 的 Clef 决策模型)。它不输出“是/否”的结论,而是概率分布:是非题给“为真概率”,多选题给各选项概率,评分题给各档位概率与加权分值。

Answers come from AI Quick Answer (powered by Cloudflare's Clef decision model). It returns probability distributions, not conclusions: a probability of YES for yes/no, per-option probabilities for choice, per-level probabilities plus a weighted score for rating.

三种题型与分值

Three question types and scoring

是非(noul)、多选(choice)、评分(score)。评分题的加权分值:

Yes/No, Choice, and Score. For rating:

score = Σ(level index × probability),满分 = 等级数 − 1。, max = number of levels − 1.

当前版本:不做事真实性核验

Current version: no factual/news verification

现阶段 AI速答与全站 LLM 都不做新闻 / 事实的真实性核验——模型基于自身知识回答,不联网查证,也可能过时或出错。它的定位是“这句话可能被怎么理解”的概率解读,不是“这是真是假”的裁决。涉及可核实说法时,它给出的是“这句话的表述方式是否可核实”一类判断,请自行结合公开信息核对。检索与事实核验能力在规划中(第二阶段)。

Right now AI Quick Answer and the site's LLMs do not verify news or factuality — the model answers from its own knowledge, does not search the web, and may be outdated or wrong. Its role is a probabilistic reading of "how this might be understood", not a verdict on "is this true". For verifiable claims it judges how the statement is framed, not its truth; please cross-check with public sources. Search and fact-verification are planned (phase 2).

局限与红线

Limits and red lines

AI速答的底层模型以英文为主,中文(CJK)精度可能较低;它不会算数、不会比日期,确定性计算都放在代码里。所有输出都是概率,不是结论,也不构成事实认定,请结合公开信息自行判断。

AI Quick Answer's underlying model is English-first (accuracy on CJK text may be lower). It can't do arithmetic or compare dates; deterministic math lives in code. All outputs are probabilities, not conclusions, and not a factual determination — verify with public information.

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