---
title: AI-Native Product Surfaces
created: 2026-06-16
updated: 2026-07-17
type: namespace-overview
status: scaffold
category: product
namespace: ai-native-product-surfaces
confidence: medium
---

# 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.

## Scope

### 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

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`.

## Canonical Source Roots

- `Projects/Job Edge/Index.md`
- `Projects/J-Space-Replay/Index.md`
- `Projects/LKY Avatar/Index.md`
- `Projects/Shifu/Index.md`
- `Projects/I-know-kungfu/Index.md`
- `Projects/Planned Program Intel/Index.md`
- `Projects/Planned/PRD.md`
- `Projects/myAbode/Index.md`
- `Knowledge/concepts/ai-native-problem-framing-framework.md`
- `Knowledge/concepts/interaction-mode-routing.md`
- `Knowledge/concepts/j-space-global-workspace.md`
- `Knowledge/concepts/material-loop-and-glass-interfaces.md`
- `Knowledge/concepts/taste-requires-contact.md`
- `Knowledge/concepts/world-model-control-surfaces.md`
- `Knowledge/concepts/agent-output-decision-artifacts.md`
- `Knowledge/concepts/role-aligned-deployed-project-proof.md`
- `Knowledge/concepts/product-management-as-system-steering.md`
- `Knowledge/concepts/side-quest-validation-loop.md`
- `Knowledge/concepts/video-retrieve-then-verify-loop.md`
- `Knowledge/concepts/verified-video-answer-surfaces.md`
- `Knowledge/raw/articles/tonbistudio-mini-vss.md`
- `Knowledge/raw/articles/nvidia-vss-docs.md`
- `Knowledge/raw/transcripts/yann-lecun-world-models-next-ai-revolution.md`
- `Knowledge/raw/transcripts/if-you-want-good-taste-you-have-to-eat.md`
- `Knowledge/concepts/verb-first-product-positioning.md`
- `Knowledge/concepts/find-the-lock-problem-first.md`
- `Knowledge/concepts/side-door-opportunity-search.md`
- `Knowledge/raw/articles/how-to-enter-side-doors-maja.md`

## Crosslinks

- [[../agent-workflows/README|agent-workflows]]
- [[../eval-trace/README|eval-trace]]
- [[../content-distribution/README|content-distribution]]

## Public Output Contract

When published to `pixi-wiki`, this namespace should expose:

```text
/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.md` for routing decisions.
- Do not compile Daily Notes directly unless promoted or verified.