From 5a6e43e43563fd44ae1a167b5cf29ffaad0ab461 Mon Sep 17 00:00:00 2001 From: hash-panda <110599333+hash-panda@users.noreply.github.com> Date: Wed, 28 Oct 2026 13:17:29 +0800 Subject: [PATCH] Reopen four AI scenes for Anatomy craft and causal-motion review --- docs/ai-learning/REVIEW.md | 13 +++ docs/ai-learning/STATUS.md | 6 +- .../reviews/2026-10-28-anatomy-quality.md | 96 ++++++++++++++++++ .../2026-10-28/anatomy-watch-exploded.jpg | Bin 0 -> 79699 bytes .../assets/2026-10-28/attention-current.jpg | Bin 0 -> 67313 bytes .../assets/2026-10-28/token-choice-32s.jpg | Bin 0 -> 62891 bytes docs/ai-learning/roadmap.json | 45 +++++++- 7 files changed, 154 insertions(+), 6 deletions(-) create mode 100644 docs/ai-learning/reviews/2026-10-28-anatomy-quality.md create mode 100644 docs/ai-learning/reviews/assets/2026-10-28/anatomy-watch-exploded.jpg create mode 100644 docs/ai-learning/reviews/assets/2026-10-28/attention-current.jpg create mode 100644 docs/ai-learning/reviews/assets/2026-10-28/token-choice-32s.jpg diff --git a/docs/ai-learning/REVIEW.md b/docs/ai-learning/REVIEW.md index 92c96bc..14c7e0c 100644 --- a/docs/ai-learning/REVIEW.md +++ b/docs/ai-learning/REVIEW.md @@ -36,3 +36,16 @@ The eventual general skill chooses a representation from the question and constr ## Learning evidence boundary Developer review, mathematical tests and a self-check question establish an inspectable teaching design. They do not establish measured learning gains. Until actual learner sessions are conducted, describe educational suitability as a review judgment and record potential misconceptions. Never claim an award, universal fidelity or a completed user study. + + +## Reopened craft gate — 2026-10-28 + +The user rejected the current finish after comparing it with Anatomy. See [the evidence and rework order](reviews/2026-10-28-anatomy-quality.md). All four published scenes need rework; preserve publication receipts while marking visual acceptance separately. Do not add Transformer or subsequent topics until this rework queue is closed. One iteration still focuses on one scene. + +- Compare the actual exhibit at 1× and meaningful 4× closeups with Anatomy references. Show purpose, supporting structure, operation and finishing detail; neither primitive count nor decorative screws establishes craft. Keep mathematical lengths and coordinates undistorted. +- Capture each important transition at start, several intermediate frames and end, also backward. Every number/label must stay with its owning object through a morph. The token-choice 32s label defect is a concrete failure to repair. Do not validate only stable endpoints. +- Let meaningful causal movement carry the explanation. Phase-based text replacement alone does not pass. Preserve object identity from input through operation to output; keep a readable result pose. +- Keep one local callout, semantic identity colors and restrained depth per user preference. Anatomy’s monochrome/no-balloon rules do not override those choices. Shorten and position annotation so it supports, rather than dominates, the active object. +- At 390px width, keep active labels and key values directly readable (target at least 14 CSS px after SVG scaling); use staged/recomposed views when space is limited. Passing overflow checks is insufficient. Record the actual environment, not a physical-phone claim. +- Read the public and working Skill versions before syncing. Only propagate methods proved in a revised scene, use skill-creator and git persistence, and leave unrelated pre-existing edits intact. No new host-compatibility claim follows from documentation changes. +- Separate technical pass, visual review and measured learning evidence. Reopen acceptance on a new concrete issue; do not erase earlier mathematical or deployment records. diff --git a/docs/ai-learning/STATUS.md b/docs/ai-learning/STATUS.md index bc7b747..c876edf 100644 --- a/docs/ai-learning/STATUS.md +++ b/docs/ai-learning/STATUS.md @@ -2,7 +2,11 @@ Updated: 2026-10-28 (Asia/Shanghai). -Current total: **4 / 10 published**. Next active topic: **Transformer layer**. +Current total: **4 / 10 published**. **Visual acceptance reopened for all four on 2026-10-28 after user feedback.** Active work: **Token choice quality rework**, starting with misbound probability labels at 32 seconds. New topics, including Transformer, are on hold until the four-scene rework queue passes the updated review gates. + +See [Anatomy comparison and concrete findings](reviews/2026-10-28-anatomy-quality.md). Rework order: token-choice → attention → tokenization → embedding. Keep existing routes and mathematical/release evidence. Publication status does not mean the renewed visual gate has passed. This review changes no website implementation or distributed Skill. + +Historical “Next” statements below describe the release sequence at that time and are superseded by this active work item and roadmap. The user authorized ten scenes, an iteration every twelve hours, independent learner-oriented review and publication after acceptance. A recurring task has been created. Each scheduled run works on one scene; failure keeps that scene active rather than counting it as complete. diff --git a/docs/ai-learning/reviews/2026-10-28-anatomy-quality.md b/docs/ai-learning/reviews/2026-10-28-anatomy-quality.md new file mode 100644 index 0000000..1288dcf --- /dev/null +++ b/docs/ai-learning/reviews/2026-10-28-anatomy-quality.md @@ -0,0 +1,96 @@ +# 四个 AI 场景对照 Anatomy 的品质复审 + +日期:2026-10-28。结论:**四个场景已发布,但视觉与连续因果表达的验收重新打开,均需返工。** 已有数学检查和发布记录仍然有效;它们不能证明画面达到用户要求的细腻程度。本轮是审查,不是视觉改版发布,也不是学习者研究。 + +## 检查范围与证据 + +- Explain3D 最新 main:`71506a3df25484b67fae3f3725919f572026c693`。本地源文件树与远端一致;没有 AGENTS.md,开始检查时没有开放 PR/Issue。 +- 实际浏览器查看四个生产页面的初始/代表性中间/结束画面,检查播放收起及 seek;在相同源代码构建的 390×844 iframe 中查看四个页面。桌面视口 1363×936。iframe 不是实体手机证据。 +- 实际查看 Anatomy 在线 [Temperature](https://skills.wheresryan.sh/anatomy/collection/sampling) 和 [Watch movement](https://skills.wheresryan.sh/anatomy/collection/watch),操作手表的 E 拆解,观察部件和读数一起变化。 +- 阅读 Anatomy `SKILL.md`、craft/motion/verify 相关规则和 dial-indicator 构建实现。参考仓库 main:`1482e8469b0a9e0d8cc18ea2740a01423d29ae80`。在线作品与仓库示例不是同一个发布包,未声称二者逐字一致。 +- 以下截图是实际浏览器原图,不是生成图、概念稿或后期补画。Anatomy 截图只作对照,作品归原作者 Ryan;[参考源码与 MIT 许可证](https://github.com/wheresryan22/anatomy)。没有复制其作品进入产品。 +- 本轮没有重跑完整设备/无障碍/全部运动帧矩阵,也未执行 Anatomy 自带的几何审计程序。已发现的缺陷足以判定本轮不通过;不得把这次复审写成全项通过。 + +## 需要优先解决的问题 + +### P1 — Token 选择:变形中数字与对象脱离 + +[生产页面](https://explain.funagent.app/learn/token-choice/):默认 T=0.8,将进度拖到 32 秒。柱图正在转成概率带,`20.6%` 会落在蓝色 mat 图形内部,而它属于紫色 floor。暂停时仍然存在,因此不是截图时序假象。 + +根因在 `apps/site/learn/token-choice/stage.mjs` 的 `render`:柱体的 x/y/宽/高使用 morph 插值,`b.number` 仍用原来的 `xs[i] + barW/2` 与 `base - h - 18`,只降低透明度。图形移动了,数字没有随所有者移动。概率标注的锚点还在 morph=.5 切换分支,需一并检查中途焦点的连续性。 + +修复要求:值和候选身份绑定到同一变形对象,或在专门保留的对应标注槽中持续清楚连接;不得只以快速淡出掩盖错误归属。回放、反向 seek、暂停在中间时都成立。 + +![32 秒实际画面:20.6% 落在蓝色图形内](assets/2026-10-28/token-choice-32s.jpg) + +### P1 — Attention:计算链主要被写出来,没有被演出来 + +[生产页面](https://explain.funagent.app/learn/attention/):输入、匹配分数、遮罩与 Softmax 阶段主要表现为文字、数字、细条的出现,学习者必须阅读气泡才能补全因果。 + +源码证据:`apps/site/learn/attention/stage.mjs` 只有 phase=4 的贡献条使用 progress 形成连续变化;其余阶段由 phase 切换重建图形。Q·K 的两个分量怎样得到匹配分数、共同分母怎样归一化、每份 V 怎样参与结果,都未形成可追踪的对象变化。正确的最终数值不足以解释计算过程。 + +还存在视觉层次问题:四个近似卡片承载全部 Q/K/V,身份颜色没有进一步形成“现在看哪一步”的层次;气泡及其长引线比主体更突出;最后的贡献条靠近舞台底部,主体上方空白很大。 + +![Attention 当前结束画面](assets/2026-10-28/attention-current.jpg) + +### P1 — Token 分词:边界变化是跳切,查表缺少过程 + +[生产页面](https://explain.funagent.app/learn/tokenization/):文字条与分段表达方向合适,但主要是几个带顶边的矩形。合并前后状态出现了,边界如何消失、哪些片段合到一起没有连续动作;ID 直接出现在下面,词表对应行只在弹窗中。 + +源码证据:`stage.mjs` 的缓存键只有 phase/step/word/limit/宽度,绘制没有使用 progress;阶段或合并步更新时 `replaceChildren()` 后直接画新矩形。需要保留字符位置及片段身份,展示匹配两片段、边界收拢、合并落定、映射词表行、编号回流的连续过程。规则未匹配时必须明确“跳过”,不能为了动画制造合并。 + +### P1 — Embedding:查表与坐标图之间丢失同一对象 + +[生产页面](https://explain.funagent.app/learn/embedding/):已有整行复制及坐标作图,比 Attention 更有动作基础。但 `stage.mjs` 在 phase<3 与其余阶段走完全不同的布局,表格直接消失,向量坐标图出现,缺少同一向量从一行数值到两个坐标分量的交接。距离和余弦以小文字列出,测量与图形变化的联系仍弱。 + +修复要求:保留同一行向量的身份和颜色,逐个分量落到同尺度坐标轴,再形成向量;距离以端点间测量呈现,余弦通过方向夹角解释,避免把两者混成一个“相似”读数。定量坐标保持正投影和等比例,不能为立体感扭曲距离。 + +### P1 — 共用布局、字级与验收方法偏低 + +四页的布局壳比较整齐,但主体经常只是舞台下半部的一小块,较长的气泡占据第一视觉焦点。390px 下部分 K、遮罩、刻度文字缩到约 9–11px 量级,浅色细线进一步削弱识别;“没有溢出”不能等于“看得清”。 + +现有检查更重视数值、播放生命周期和路由发布,对“中途能否读懂”“放大能看到什么细节”缺少可复核的硬证据。不能再用整体截图、模型自评或测试通过替代这些证据。 + +### P2 — 公开 Skill 与工作版本的规范没有对齐 + +公开 `skills/create-spatial-explainer/SKILL.md` 仍从固定模板初始化;本次读取的工作版本已要求从自定义场景、部件关系和 exhibit-craft 开始。公开安装包没有完整承载这套规范。网站场景也没有落实精细建模、局部观察与连续变化的完整要求。 + +本轮未覆盖或提交工作目录里原有的 Skill 改动。后续应在一个场景通过新标准后,把经验证的方法回收到同一个通用 Skill,按 skill-creator 流程持久化和核对分发版本。不可把文档变多当成效果已改善,或声称未经实测的宿主兼容。 + +## Anatomy 细腻在哪里,以及该怎样借鉴 + +| 观察项 | Anatomy 的实现 | 当前场景的差距 | AI 场景应采用的方法 | +| --- | --- | --- | --- | +| 结构 | 对象、组件、功能零件和连接方式相互支撑 | 多为矩形、文字、条形图,加一小片顶边 | 为矩阵、向量、分词边界、遮罩、累计区间建立完整且可操作的结构 | +| 体积 | 实心填充、朝向明暗、接触阴影、遮挡和倒角一致 | 局部假厚度,没有连贯空间关系 | 给承载层轻厚度和接触关系;定量层保持正确刻度和投影 | +| 细节 | 细节服务真实连接与运行,放大后仍有结构 | 放大主要得到更大的字和框 | 可辨认的分量、行列索引、边界、刻度、计算入口与出口,不堆装饰螺丝 | +| 运动 | 一个输入改变部件,部件再引起下一响应 | 很多阶段只有数字显隐和文案切换 | 同一数学对象经过可追踪的变换,并在关键结果处停留 | +| 焦点 | 主体突出,活跃部件有明确强调 | 气泡很强,多个对象近似同权重 | 保留用户要求的一个气泡与箭头,缩短讲解,贴着当前对象出现 | +| 验收 | 源码规定近景、运动中间帧、深度和线端审查 | 多数证据只证明可运行和不遮挡 | 对照原图,检查 1×、4×、中间帧、390px,保留失败再修复的记录 | + +![Anatomy 手表按 E 拆解后的实际画面](assets/2026-10-28/anatomy-watch-exploded.jpg) + +参考细节:[SKILL.md](https://github.com/wheresryan22/anatomy/blob/1482e8469b0a9e0d8cc18ea2740a01423d29ae80/SKILL.md)、[craft](https://github.com/wheresryan22/anatomy/blob/1482e8469b0a9e0d8cc18ea2740a01423d29ae80/references/craft.md)、[motion](https://github.com/wheresryan22/anatomy/blob/1482e8469b0a9e0d8cc18ea2740a01423d29ae80/references/motion.md)、[verify](https://github.com/wheresryan22/anatomy/blob/1482e8469b0a9e0d8cc18ea2740a01423d29ae80/references/verify.md)。 + +Anatomy 的机械对象、无气泡和单色规则不能原样覆盖本项目。用户要的是彩色、带局部讲解的 AI 原理教学。借鉴工艺与自检方法;数学对象仍是主角,不把 Attention 包装成虚构的机械内部,也不把零件数量当品质分数。 + +## 返工顺序与通过条件 + +1. **Token 选择**:先修复 32 秒数字归属,保留已认可的柱图→概率带表达,补足连续转换和视觉层次,作为第一次基准复审。 +2. **Attention**:重建 Q/K 匹配、遮罩、共同归一化、V 缩放与贡献汇合的连续过程。不是给四张卡片加阴影。 +3. **Token 分词**:边界合并、词表查找及解码形成同一条连续操作链。 +4. **Embedding**:把取行、分量、坐标及测量串为同一对象的演示。 + +每轮仍聚焦一个场景,不通过就继续修该场景。四个场景的新视觉检查关闭后,再按原依赖顺序进入 Transformer;既有生产链接和历史发布记录保留。 + +通过需要同时具备: + +- 一眼可识别的主对象,以及输入、变化和输出;隐藏讲解正文时仍可从动作观察关键关系。此项是设计检查,不能冒充真实学习实验。 +- 结构/承载、运算对象、当前焦点三个层次;1×整体和4×关键区域截图有真实细节,连接端点、边缘、遮挡正确。 +- 关键变换的起点、中间多帧、终点与反向 seek 记录;每帧中数字、颜色、单位与对象归属一致。动画不能用错误中间状态换取“顺滑”。 +- 390px 宽度下当前操作的标签/关键数值以可直接阅读的字级呈现,目标不低于14 CSS px;空间不够时做分步构图,不继续缩小整个 SVG。 +- 保留一个短气泡和精确锚点;完整公式可展开,用户不必同时读多区文字。参数修改立即得到可解释的图形结果。 +- 保留原数学与生命周期测试,再运行受影响的浏览器流程;变换新增的几何映射需要独立核对。 +- 更新 LESSON 与复审记录,列出修复证据和仍未验证项。没有真实学习者研究就不宣称学习效果已实证。 + +本轮仅将上述结论和顺序写入项目与后续任务;网站实现和 Skill 分发内容尚未改变。 diff --git a/docs/ai-learning/reviews/assets/2026-10-28/anatomy-watch-exploded.jpg b/docs/ai-learning/reviews/assets/2026-10-28/anatomy-watch-exploded.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa5747a28d6010e097674247a0aabab3205c95e5 GIT binary patch literal 79699 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"docs/ai-learning/reviews/2026-10-28-anatomy-quality.md" + } }, { "id": "embedding", @@ -39,7 +44,12 @@ "published": true, "releaseCommit": "2420d77c370a0e888e64c0c13e87f923b5cefb9c", "verifiedDeployment": "dpl_6L6uGjakR9Mz1i7masoE4f19FEbb", - "verifiedOn": "2026-10-27" + "verifiedOn": "2026-10-27", + "visualAcceptance": { + "status": "needs-rework", + "reviewDate": "2026-10-28", + "review": "docs/ai-learning/reviews/2026-10-28-anatomy-quality.md" + } }, { "id": "attention", @@ -51,7 +61,12 @@ "published": true, "releaseCommit": "49086e255b9527202f467103d7d0353b81627632", "verifiedDeployment": "dpl_H4cKbv114YSRUKfzEGFXcdUXfE9P", - "verifiedOn": "2026-10-28" + "verifiedOn": "2026-10-28", + "visualAcceptance": { + "status": "needs-rework", + "reviewDate": "2026-10-28", + "review": "docs/ai-learning/reviews/2026-10-28-anatomy-quality.md" + } }, { "id": "transformer", @@ -72,7 +87,12 @@ "published": true, "releaseCommit": "fc03f80a1953a82d7ad104fb90307bf5cb2d131a", "verifiedDeployment": "dpl_8KskYdCLpm2uudUGezEzk3RiFJyD", - "verifiedOn": "2026-10-26" + "verifiedOn": "2026-10-26", + "visualAcceptance": { + "status": "needs-rework", + "reviewDate": "2026-10-28", + "review": "docs/ai-learning/reviews/2026-10-28-anatomy-quality.md" + } }, { "id": "autoregression", @@ -119,5 +139,20 @@ "route": null, "published": false } - ] + ], + "qualityReview": { + "date": "2026-10-28", + "status": "reopened", + "basis": "User requested renewed comparison against Anatomy; publication does not imply visual acceptance.", + "report": "docs/ai-learning/reviews/2026-10-28-anatomy-quality.md", + "holdNewTopics": true, + "activeScene": "token-choice", + "reworkOrder": [ + "token-choice", + "attention", + "tokenization", + "embedding" + ], + "resumeAfter": "All four published scenes pass the reopened craft and causal-motion gates." + } }