diff --git a/model-cards/intermediate/cognitive-imaging-model.md b/model-cards/intermediate/cognitive-imaging-model.md new file mode 100644 index 0000000..62188fe --- /dev/null +++ b/model-cards/intermediate/cognitive-imaging-model.md @@ -0,0 +1,293 @@ +--- +artifact_type: model-card +model_id: cognitive-imaging +model_name: 认知显影 +aliases: + - Cognitive Imaging + - 认知显影术 + - 大脑暗房 +author: Wantsong +version: 1.0.0 +created: 2026-06-01 +updated: 2026-06-01 +status: active +model_type: + - intermediate + - workflow-model +layer: + - L2 + - L4 + - L5 +source_material: + - workbench/raw/2026-01-06-the-darkroom-of-brain.md + - workbench/raw/认知显影者1.1.md +related_lite_prompts: + - agents/lite/cognitive-imaging-practitioner.prompt.md +related_agents: [] +related_skills: [] +related_runtimes: [] +--- + +# 认知显影 / Cognitive Imaging + +## Model Name + +认知显影。 + +## Aliases + +```text +Cognitive Imaging +认知显影术 +大脑暗房 +``` + +## Source Material + +```text +primary_article: workbench/raw/2026-01-06-the-darkroom-of-brain.md +legacy_agent: workbench/raw/认知显影者1.1.md +active_lite: agents/lite/cognitive-imaging-practitioner.prompt.md +``` + +## Model Type + +```text +intermediate +workflow-model +output / evaluation lens +``` + +认知显影既是一个解释洞察力生成机制的中层认知模型,也是一个可执行的分析流程。它可以被 Agent 内化为文章、观点、提纲或复杂现象的深度审查方法,但模型本身不等同于 Agent 角色。 + +## Core Problem + +认知系统会为了降低能耗、维持低自由能和快速闭合,将复杂现实压缩成熟悉、平滑、低分辨率的解释。认知显影要处理的问题是: + +```text +如何在不被常识、情绪奖赏、流行解释和漂亮隐喻提前闭合的情况下, +保留预测误差,悬置先验,引入正交模型,并把复杂现象显影为可证伪的结构洞察。 +``` + +## Scope + +适用场景: + +```text +- 文章正文、文章提纲、观点草稿的结构审查 +- 复杂社会、商业、技术现象的底层机制分析 +- 对反常识判断、强隐喻文本和跨学科解释的压力测试 +- 在写作或建模前识别预测误差、伪因果和过度压缩 +``` + +不适用场景: + +```text +- 普通事实问答 +- 轻量总结或润色 +- 只需要情绪支持的对话 +- 数据极低、噪声极高且无法补充底片的判断 +- 要求立即执行、没有暗房时间的高频操作任务 +``` + +## Core Assumptions + +```text +1. 洞察通常起源于预测误差,而不是顺滑的常识解释。 +2. 大脑倾向于用先验快速降噪,这有生存价值,但会遮蔽结构性异常。 +3. 单一学科或单一隐喻容易产生共线性解释,需要正交模型制造干涉。 +4. 解释必须经受反事实或干预测试,否则只是相关性叙事。 +5. 极简生成元有价值,但过度压缩会制造数字伪影、阴谋论或物理学沙文主义。 +6. 非标准认知不自动等于高质量认知;它必须可解释、可交付、可被现实压力测试。 +``` + +## Mechanism + +认知显影把洞察力看成一组反节能但可校验的认知操作: + +```text +预测误差捕捉 +→ 先验悬置 +→ 正交滤镜放大 +→ 因果干预曝光 +→ 生成元压缩 +→ 禁止线校验 +``` + +核心机制不是“找到一个更漂亮的解释”,而是让异常数据在不同模型下反复曝光,剔除伪相关、修辞伪影和过度拟合,直到剩下一个仍能解释输入材料的最小结构。 + +## Procedure + +### 1. 捕捉 / Capture + +识别文本或现象中的预测误差: + +```text +- 哪个事实破坏了常识预期? +- 哪个冲突被流行解释平滑掉了? +- 哪些材料应该保留为 RAW 底片,而不是被 JPEG 直出? +``` + +### 2. 暗房 / The Darkroom + +悬置旧先验、情绪闭合和廉价解释: + +```text +- 暂缓判断 +- 压低先验权重 +- 忍受认知失调 +- 防止过早转译为熟悉叙事 +``` + +### 3. 放大 / The Enlarger + +引入正交模型进行多重曝光: + +```text +- 跨学科滤镜必须解释同一张底片的不同结构层 +- 滤镜应减少共线性,而不是堆砌术语 +- 隐喻只有在承载机制时才有效 +``` + +### 4. 曝光 / Exposure + +对候选生成元做干预测试: + +```text +- 如果 do(x) 改变,结果是否随之改变? +- 当前变量是否真的是可干预节点? +- 是否混入了混杂因子? +- 该解释是结构性生成元,还是解释性滤镜? +``` + +### 5. 显影 / Development + +把可通过测试的结构压缩为可复用洞察: + +```text +- 输出核心算法 +- 标注作用域 +- 标注失效边界 +- 标注禁止线 +- 保留未解释的高频信号 +``` + +## Inputs + +```text +- 一句话观点 +- 文章提纲 +- 文章正文 +- 复杂现象描述 +- 用户提供的案例、数据或检索片段 +- 需要评审的模型、判断或因果链 +``` + +## Outputs + +标准输出通常包括: + +```text +1. 总体评估 +2. 过程分析 + - 捕捉 + - 暗房 + - 放大 + - 曝光 + - 显影 +3. 结构压力测试 +4. 结论与后续步骤 +``` + +输出应保持中文、严厉、冷峻、可证伪,不为了安慰用户而削弱问题诊断。 + +## Failure Modes + +```text +1. 把所有噪点都当成深层结构线索,导致认知过载。 +2. 把漂亮隐喻误认为可干预的因果生成元。 +3. 把正交模型堆叠变成术语表演。 +4. 把反常识本身当成真理背书。 +5. 用极简代码过度压缩复杂适应系统。 +6. 忽略时间常数、算力限制、领域采样质量和现实交付约束。 +7. 把低质量非标准认知误判为洞察力。 +8. 在批判情绪奖赏后,又制造新的高级情绪闭合。 +``` + +## Falsification Boundary + +认知显影在以下情况下应被判定为失效或需要降级: + +```text +- RAW 数据无法通过补充材料提升信噪比。 +- 候选生成元无法通过反事实或干预测试。 +- 所谓正交滤镜不能产生新的可检验预测。 +- 输出只制造解释快感,不能定位变量、边界或行动含义。 +- 模型压缩后无法反向解释原始材料中的关键异常。 +- 分析需要立即行动,但流程无法在决策窗口内完成。 +``` + +## Related Models + +当前作为概念依赖或相邻模型记录: + +```text +- prediction-error +- free-energy-principle +- algorithmic-compression +- causal-intervention +- complex-adaptive-systems +- orthogonal-modeling +``` + +这些依赖目前多为概念级关系,不代表都已经在 CCPE System 中形成独立 Model Card。 + +## Related Agents + +```text +active_lite: + - agents/lite/cognitive-imaging-practitioner.prompt.md + +possible_future_agent_spec: + - cognitive-imaging-practitioner.agent.md +``` + +当前不创建正式 Agent Spec。只有当认知显影者进入稳定委员会、需要交接协议、权限边界和协作契约时,再升级为 CCPE-Agent。 + +## Related Skills + +```text +active_skills: [] + +possible_future_skills: + - cognitive-imaging.skill.md + - prediction-error-capture.skill.md + - causal-exposure-test.skill.md +``` + +当前不创建 Skill。只有当 Codex 需要自动调用“认知显影”方法,或多个 Agent 需要复用同一执行过程时,再抽成 CCPE-Skill。 + +## Runtime Usage + +```text +active_runtimes: [] + +possible_future_runtime_usage: + - article-review-committee.runtime.md + - modeling-committee.runtime.md +``` + +当前不创建 Runtime。文章评审委员会应等其他评审 Agent 升级后统一设计。 + +## Version Status + +```text +version: 1.0.0 +status: active +release_type: first canonical model release +internal_history: + - extracted from original 认知显影者 1.1 + - refined through Lite 1.1.0 and 1.1.1 draft testing + - promoted as active Model Card after user confirmation +``` + diff --git a/model-index/extraction-log.md b/model-index/extraction-log.md index 3a22a29..be266e0 100644 --- a/model-index/extraction-log.md +++ b/model-index/extraction-log.md @@ -171,7 +171,7 @@ mode: Model Mining Mode | Model ID | Model Name | Type | Confidence | Status | Proposed Path | Notes | | ----------------- | ------------------------- | ---------------------------- | ---------- | --------- | --------------------------------------------------- | -------------------------------------------------------------------------------------------------- | -| cognitive-imaging | 认知显影术 / Cognitive Imaging | intermediate; workflow-model | high | draft | model-cards/intermediate/cognitive-imaging-model.md | Model content partially provided in Cognitive Imaging Specialist example. Needs formal Model Card. | +| cognitive-imaging | 认知显影 / Cognitive Imaging | intermediate; workflow-model | high | active | model-cards/intermediate/cognitive-imaging-model.md | Promoted after source review, Lite regression tests, and user confirmation. | | giant-cognition | 巨人认知 / Giant Cognition | intermediate | medium | candidate | TBD | Mentioned as an existing model-backed agent. Source material needed. | | cognitive-prism | 认知棱镜 / Cognitive Prism | intermediate; applied | medium | candidate | TBD | Mentioned as an existing review model. Source material needed. | @@ -195,7 +195,7 @@ mode: Model Mining Mode ### Agent Conversion Candidates ```text -- cognitive-imaging-specialist.agent.md +- cognitive-imaging-practitioner.agent.md (deferred) - review-committee-chair.agent.md ``` @@ -222,6 +222,83 @@ Create full Model Card for Cognitive Imaging from source material. Then run Model Mining Mode on source articles for Giant Cognition and Cognitive Prism. ``` +## 2026-06-01 — 认知显影 Model Card Promotion + +### Source + +```text +title: 大脑暗房:关于洞察力的显影术; 认知显影者1.1 +path: workbench/raw/2026-01-06-the-darkroom-of-brain.md; workbench/raw/认知显影者1.1.md +author: Wantsong +source_type: article; legacy agent prompt +date_written: 2026-01-06; unknown +``` + +### Extraction Context + +```text +reason_for_extraction: Promote the stable embedded cognitive model behind 认知显影者 Lite into a canonical Model Card and update the active Model Index. +requested_by: Wantsong +extractor: CCPE Forge +mode: Model Mining Mode +``` + +### Extracted Models + +| Model ID | Model Name | Type | Confidence | Status | Proposed Path | Notes | +| -------- | ---------- | ---- | ---------- | ------ | ------------- | ----- | +| cognitive-imaging | 认知显影 / Cognitive Imaging | intermediate; workflow-model | high | active | model-cards/intermediate/cognitive-imaging-model.md | Stable named model. Active Lite prompt exists at agents/lite/cognitive-imaging-practitioner.prompt.md. | + +### Non-Model Ideas + +```text +- 认知显影者 as a Web-style expert prompt. +- Article review committee as a future orchestration pattern. +- Scenario probe as a CCPE classification prerequisite. +``` + +### Skill Conversion Candidates + +```text +- cognitive-imaging.skill.md +- prediction-error-capture.skill.md +- causal-exposure-test.skill.md +``` + +Skill conversion is deferred. It should happen only if Codex automatic invocation or cross-agent method reuse becomes necessary. + +### Agent Conversion Candidates + +```text +- cognitive-imaging-practitioner.agent.md +``` + +Agent conversion is deferred. The active production artifact is currently the Lite prompt. + +### Runtime Usage Candidates + +```text +- article-review-committee.runtime.md +- modeling-committee.runtime.md +``` + +Runtime design is deferred until the other review or modeling agents are upgraded. + +### Open Questions + +```text +1. Should prediction-error-capture become a separate Skill later? +2. Should causal-exposure-test be generalized as a reusable evaluation Skill? +3. Which future committee should first consume 认知显影 as a formal Agent node? +``` + +### Next Action + +```text +Keep 认知显影 active as Model Card + Lite Prompt. +Do not create Skill, Agent Spec, or Runtime until scenario demand appears. +``` + ## 6. Maintenance Rules When a new extraction is performed: diff --git a/model-index/model-dependency-map.md b/model-index/model-dependency-map.md index 285bbf4..ffd307e 100644 --- a/model-index/model-dependency-map.md +++ b/model-index/model-dependency-map.md @@ -68,29 +68,30 @@ Use this format for each model: #### Parent Models -Potential parent models: +Conceptual parent models: ```text prediction-error +free-energy-principle algorithmic-compression causal-intervention complex-adaptive-systems -anti-entropy-insight +orthogonal-modeling ``` Status: ```text -candidate relationships; needs review +active model relationship; conceptual dependencies are not all standalone Model Cards yet ``` #### Child Models / Derived Models -Potential child or derived models: +Potential child or derived procedures: ```text prediction-error-capture -darkroom-epoché +darkroom-suspension multi-filter-enlarger do-operator-test conspiracy-breaker-check @@ -100,7 +101,7 @@ cognitive-development-report Status: ```text -candidate relationships; some may be Skills rather than Models +candidate procedures; most should become Skills only if Codex invocation or cross-agent reuse is needed ``` #### Prerequisites @@ -149,8 +150,9 @@ TBD ```text cognitive-imaging.skill.md -cognitive-imaging-specialist.agent.md -review-committee.runtime.md +model-cards/intermediate/cognitive-imaging-model.md +agents/lite/cognitive-imaging-practitioner.prompt.md +article-review-committee.runtime.md (future candidate) ``` #### Tensions @@ -167,7 +169,9 @@ May over-privilege anti-intuitive conclusions. Cognitive Imaging appears to function both as an intermediate model and as a workflow model. -It should likely produce both a Model Card and a Skill. +It now has an active Model Card and an active CCPE-Lite prompt. + +Skill, Agent Spec, and Runtime expansion is deferred until scenario demand is confirmed. ### giant-cognition diff --git a/model-index/model-index.md b/model-index/model-index.md index 9e84d25..75d0f6a 100644 --- a/model-index/model-index.md +++ b/model-index/model-index.md @@ -95,7 +95,7 @@ L5: Output / Evaluation Lens | Model ID | Model Name | Type | Layer | Status | Canonical Path | Source | Related Agents | Related Skills | Review Status | | ----------------- | ------------------------- | ---------------------------- | ------ | --------- | --------------------------------------------------- | ------ | ---------------------------- | ----------------- | ----------------------- | -| cognitive-imaging | 认知显影术 / Cognitive Imaging | intermediate; workflow-model | L2; L4 | draft | model-cards/intermediate/cognitive-imaging-model.md | TBD | cognitive-imaging-specialist | cognitive-imaging | needs-user-confirmation | +| cognitive-imaging | 认知显影 / Cognitive Imaging | intermediate; workflow-model | L2; L4; L5 | active | model-cards/intermediate/cognitive-imaging-model.md | workbench/raw/2026-01-06-the-darkroom-of-brain.md; workbench/raw/认知显影者1.1.md | cognitive-imaging-practitioner-lite | TBD | reviewed | | giant-cognition | 巨人认知 / Giant Cognition | intermediate | L2 | candidate | TBD | TBD | TBD | TBD | needs-source-check | | cognitive-prism | 认知棱镜 / Cognitive Prism | intermediate; applied | L2; L3 | candidate | TBD | TBD | TBD | TBD | needs-source-check | @@ -113,7 +113,7 @@ Move confirmed active models here after user approval. | Model ID | Model Name | Canonical Path | Primary Usage | Notes | | -------- | ---------- | -------------- | ------------- | ----- | -| TBD | TBD | TBD | TBD | TBD | +| cognitive-imaging | 认知显影 / Cognitive Imaging | model-cards/intermediate/cognitive-imaging-model.md | Web-style expert review; article critique; cognitive model pressure testing | Active Lite: agents/lite/cognitive-imaging-practitioner.prompt.md | ## 9. Deprecated / Merged Models diff --git a/model-index/model-taxonomy.md b/model-index/model-taxonomy.md index 0b74ea4..f6e47d6 100644 --- a/model-index/model-taxonomy.md +++ b/model-index/model-taxonomy.md @@ -91,7 +91,7 @@ It can be used by several Agents. ### 4.3 Initial Examples ```text -认知显影术 / Cognitive Imaging +认知显影 / Cognitive Imaging 巨人认知 / Giant Cognition 认知棱镜 / Cognitive Prism ``` @@ -302,7 +302,7 @@ Should it remain candidate? | Model ID | Model Name | Primary Category | Layer | Notes | | ----------------- | ------------------------- | ---------------------- | ------ | ---------------------------- | -| cognitive-imaging | 认知显影术 / Cognitive Imaging | Intermediate; Workflow | L2; L4 | Needs full Model Card review | +| cognitive-imaging | 认知显影 / Cognitive Imaging | Intermediate; Workflow; Evaluation Lens | L2; L4; L5 | Active Model Card; active Lite prompt | | giant-cognition | 巨人认知 / Giant Cognition | Intermediate | L2 | Candidate | | cognitive-prism | 认知棱镜 / Cognitive Prism | Intermediate; Applied | L2; L3 | Candidate | diff --git a/model-index/model-usage-map.md b/model-index/model-usage-map.md index a0b07a3..f417441 100644 --- a/model-index/model-usage-map.md +++ b/model-index/model-usage-map.md @@ -66,79 +66,67 @@ Use this format: ### Model Name -认知显影术 / Cognitive Imaging +认知显影 / Cognitive Imaging ### Status ```text -draft +active ``` ### Prompt Cards -Potential: - ```text -agents/lite/cognitive-imaging-specialist.prompt.md +agents/lite/cognitive-imaging-practitioner.prompt.md ``` ### Agents -Potential: - ```text -agents/agent-specs/cognitive-imaging-specialist.agent.md +TBD ``` ### Skills -Potential: - ```text -skills/cognitive/cognitive-imaging.skill.md -skills/cognitive/prediction-error-capture.skill.md -skills/cognitive/do-operator-test.skill.md +TBD ``` ### Runtimes -Potential: - ```text -runtimes/hybrid/review-committee.runtime.md -runtimes/interactive/modeling-committee.runtime.md +TBD ``` ### Committees -Potential: - ```text -Review Committee -Modeling Committee +Article Review Committee (future candidate) +Modeling Committee (future candidate) ``` ### Knowledge Workflows -Potential: - ```text article-review-workflow -model-mining-workflow +cognitive-model-pressure-test ``` ### Notes -Currently known as a self-contained model embedded in the Cognitive Imaging Specialist Agent. - -Recommended future structure: +Currently active as: ```text -Model Card -+ Cognitive Skill -+ Agent Spec -+ optional Lite Prompt -+ optional Review Committee Runtime node +model-cards/intermediate/cognitive-imaging-model.md +agents/lite/cognitive-imaging-practitioner.prompt.md +``` + +Deferred future structure, only if scenario requires it: + +```text +CCPE-Skill for Codex invocation +CCPE-Agent for stable committee membership +CCPE-Runtime node for article review committee orchestration ``` ## giant-cognition