AI-Native Product Surfaces Knowledge Base
updated: 2026-07-17
Covers
AI-native product/application surfaces, problem framing, product demos, PM case studies, product-management system-steering frameworks, side-quest validation, AI-era judgment and taste, role-aligned deployed portfolio proof, side-door opportunity and public-proof synthesis, J-Space-Replay, LKY Avatar, I-know-kungfu, planned program intelligence, myAbode, agent output decision artifacts, and product/capability-language frameworks.
Not Covered
Generic product management notes that do not involve AI-native surfaces; local model infrastructure unless relevant to product behavior.
Current As Of
2026-07-17 — active namespace. Includes Jamie's top-level AI definition, Product Management as System Steering, Side-Quest Validation Loop, Interaction Mode Routing, Material Loop / Glass Interfaces, Taste Requires Contact, World Model Control Surfaces, Agent Output Decision Artifacts, Role-Aligned Deployed Project Proof, Side Doors: Make Useful Work Legible, Anthropic J-space / Jacobian lens as a product-surface concept, video retrieve-then-verify / verified video answer concepts, compiled product-surface entities and concepts, Job Edge as a live job-search edge/dashboard prototype, Shifu as a local-first searchable video knowledge prototype, J-Space-Replay as a public demo for replaying VLM lens readouts over video, and LKY Avatar as a local fictional-interview stack with tuned voice, animated portrait, executed interaction gates, and a merged audited fact-grounding layer awaiting live operator proof. Cross-format attention and distribution guidance lives in `content-distribution`.
Agent access: /wiki/ai-native-product-surfaces/llms.txt /wiki/ai-native-product-surfaces/llms-full.txt /wiki/ai-native-product-surfaces/index.json
AI-native product/application surfaces, problem framing, product demos, PM case studies, product-management system-steering frameworks, side-quest validation, AI-era judgment and taste, role-aligned deployed portfolio proof, side-door opportunity and public-proof synthesis, J-Space-Replay, LKY Avata
Structure
raw/— raw Markdown provenance mirror for agents and source inspection.wiki/— synthesized knowledge pages: concepts, entities, summaries, and syntheses.- Schema and maintenance rules: see
CLAUDE.md.
Usage
- Add new sources: update canonical source notes in
pixi-vault, then compile into this namespace. - Ask questions: agents read this wiki and cite raw/source paths.
- Publish: regenerate
pixi-wiki, run tests, then live-verify raw and HTML routes.
AI-Native Product Surfaces¶
Definition: AI is any device that perceives its environment and constraints to take actions that maximize its chance of successfully achieving its goals.
Scaffold namespace for the Pixi Vault AgentWikis compiler.
Canonical Source Roots¶
Projects/Job Edge/Index.mdProjects/J-Space-Replay/Index.mdProjects/LKY Avatar/Index.mdProjects/Shifu/Index.mdProjects/I-know-kungfu/Index.mdProjects/Planned Program Intel/Index.mdProjects/Planned/PRD.mdProjects/myAbode/Index.mdKnowledge/concepts/ai-native-problem-framing-framework.mdKnowledge/concepts/interaction-mode-routing.mdKnowledge/concepts/j-space-global-workspace.mdKnowledge/concepts/material-loop-and-glass-interfaces.mdKnowledge/concepts/taste-requires-contact.mdKnowledge/concepts/world-model-control-surfaces.mdKnowledge/concepts/agent-output-decision-artifacts.mdKnowledge/concepts/role-aligned-deployed-project-proof.mdKnowledge/concepts/product-management-as-system-steering.mdKnowledge/concepts/side-quest-validation-loop.mdKnowledge/concepts/video-retrieve-then-verify-loop.mdKnowledge/concepts/verified-video-answer-surfaces.mdKnowledge/raw/articles/tonbistudio-mini-vss.mdKnowledge/raw/articles/nvidia-vss-docs.mdKnowledge/raw/transcripts/yann-lecun-world-models-next-ai-revolution.mdKnowledge/raw/transcripts/if-you-want-good-taste-you-have-to-eat.mdKnowledge/concepts/verb-first-product-positioning.mdKnowledge/concepts/find-the-lock-problem-first.mdKnowledge/concepts/side-door-opportunity-search.mdKnowledge/raw/articles/how-to-enter-side-doors-maja.md
Crosslinks¶
- agent-workflows
- eval-trace
- content-distribution
Public Output Contract¶
When published to pixi-wiki, this namespace should expose:
/raw/ai-native-product-surfaces/README.md
/raw/ai-native-product-surfaces/wiki/index.md
/wiki/ai-native-product-surfaces/README.md
/wiki/ai-native-product-surfaces/wiki/index.md
Maintenance¶
- Edit canonical source notes first.
- Use
Wiki Compiler Maps/Namespace Wiki Compiler Map.mdfor routing decisions. - Do not compile Daily Notes directly unless promoted or verified.