What we shipped, what we changed, and what we fixed — written to be checked, not to impress. 我们上线了什么、改了什么、修了什么——写得可验证。
KKOS 成长教练全新交互页上线 — 以 AI 对话为核心的生成式界面：左侧可折叠导航支持分析角度（面试官 / 客户 / 下属 / 搭档 / 导师）与声音选择，右侧实时呈现表达、逻辑、自信三维标注；新增真实场景案例页（含动态图示）。
The new KKOS experience: a conversation-first coach with selectable perspectives, voices, and live skill annotations.
报告分享与会员体系 — 匹配报告支持一键分享到微信（二维码）、微博、QQ 空间、X、Facebook、LinkedIn、WhatsApp、Telegram；免费用户可完成 2 次匹配，通过分享最多再解锁 3 次，第 6 次起需解锁会员。
Reports are now shareable across CN & global platforms; free accounts get 2 matches, up to 3 more by sharing, membership from the 6th.
人生阶段报告改为「总体判词 + 年度折叠」 — 先给一段基于你真实模型数据的总体解读，再按年份点选展开；年度内容全部来自你的阶段、强度与权重，不再逐字复读模板，并移除字数截断、提升报告字体清晰度。
Life-stage reports now open with an overall reading computed from your real model, with per-year details folded until you select a year. Template repetition removed; word caps lifted; typography improved.
订阅体系更新 — Plus / Pro / Team / Business 四档订阅与免费额度政策明细化；年付约省 17%。价格与额度以 /pricing 实时为准。
Plan ladder and free-allowance policy clarified; annual billing saves about 17%. Live figures on /pricing.
诚实数据口径 — 我们移除了首页两处把静态示意值伪装成「实时遥测」的动画；所有展示数字标注为示意或实测口径。
We removed two animations that made static figures look like live telemetry. Every displayed number is labeled illustrative or measured.
KKAI 隐私门槛、角色二级选择与数字人角色 — 发消息前需完成隐私勾选（90 天有效，可撤回）；对话角色新增二级选项与中/英/西语言锁定（TTS 音色联动）；新增「数字人角色」：上传照片与音色即可创建专属对话角色，通过邀请链接分享给指定的人，授权可随时撤销，所有数字人对话强制带「AI 角色」标识。
KKAI now opens with an explicit privacy gate; roles gained second-level options and locked languages (zh/en/es with voice switching); digital personas let you create a character from a photo and a voice, share it by invite link with revocable access, and every persona reply carries a mandatory AI label.
KKMatch builds Human Understanding Infrastructure. Our live products — KKAI (voice-first AI coaching), KKOS (an 11-dimension evidence-backed human model) and OMi (matching on how people actually communicate) — run on one self-built engine. Our founding team came from Walmart, Alibaba, and leading Silicon Valley technology companies, including the former head of LinkedIn's core ranking algorithms. Learn more at /about.
Major changes are also posted on our official social accounts and in-app notices. 重大更新同时通过官方社媒账号与站内通知发布。