--- title: AI-Native Product Surfaces — Master Index created: 2026-06-16 updated: 2026-07-17 type: index status: active namespace: ai-native-product-surfaces --- # AI-Native Product Surfaces — Master Index > **Definition:** AI is any device that perceives its environment and constraints to take actions that maximize its chance of successfully achieving its goals. > Scaffold index for `ai-native-product-surfaces`. Add compiled pages here as they are created. ## Concepts - [[concepts/agent-output-decision-artifacts|Agent Output Decision Artifacts]] — Compress verbose agent output into concise, visual, source-backed decision artifacts with explicit next actions and feedback controls. - [[concepts/ai-native-problem-framing-framework|AI-Native Problem Framing Framework]] — Defines environment/actions/goal/constraints for AI-native product surfaces. - [[concepts/interaction-mode-routing|Interaction Mode Routing]] — Refactor lens for choosing direct UI, agentic delegation, generative UI, or stable truth/routing surfaces. - [[concepts/j-space-global-workspace|J-Space as Global Workspace]] — Anthropic's J-space / Jacobian lens concept: a verbalizable representation subspace that behaves like a functional global workspace for report, modulation, flexible reasoning, broadcast, and alignment-auditing caveats. - [[concepts/material-loop-and-glass-interfaces|Material Loop and Glass Interfaces]] — Agency/authorship lens for keeping AI-shaped work inspectable, steerable, interruptible, and traceable. - [[concepts/taste-requires-contact|Taste Requires Contact]] — Judgment-building lens for firsthand experience, precise vocabulary, active imitation, comparison, curation, and creative risk; paired with Side Doors as the public-legibility layer. - [[concepts/product-management-as-system-steering|Product Management as System Steering]] — PM operating lens for timely decisions, gapless ownership, adaptive influence, scope-first tradeoffs, and ecosystem incentive alignment. - [[concepts/role-aligned-deployed-project-proof|Role-Aligned Deployed Project Proof]] — Project-selection heuristic for turning a target role or job description into a live, owned, evidence-backed artifact that demonstrates role understanding. - [[concepts/side-quest-validation-loop|Side-Quest Validation Loop]] — Low-pressure, timeboxed loop for turning an idea into a tiny useful public experiment and letting behavioral evidence earn further commitment. - [[concepts/video-retrieve-then-verify-loop|Video Retrieve-Then-Verify Loop]] — Video AI architecture pattern: retrieve high-recall candidate moments, then verify with timestamped evidence; for gameplay, visual-only is low-trust and structured signals matter. - [[concepts/verified-video-answer-surfaces|Verified Video Answer Surfaces]] — Product-surface pattern for video apps/workbenches that return clips, confidence, evidence, and recall boundaries with AI as assistant, not source of truth. - [[concepts/world-model-control-surfaces|World Model Control Surfaces]] — Grounded-AI control/review lens for exposing state, actions, predictions, objectives, guardrails, evidence, and the recommended next safe step. ## Entities - [[entities/i-know-kungfu|I-know-kungfu]] — Active local-first Cookbook wiki serving project for growing a user's knowledge base with bounded, agent-readable wikis. - [[entities/job-edge|Job Edge]] — Live job-search edge dashboard prototype using scheduled Ashby refresh, freshness, geography, fit, and LinkedIn-crowding signals to prioritize applications. - [[entities/j-space-replay|J-Space-Replay]] — Working public demo for replaying Qwen2.5-VL logit/J-lens readouts over video with explicit demo-quality interpretability boundaries. - [[entities/lky-avatar|LKY Avatar / Voice Persona Stack]] — Working local fictional-interview product combining the LKY reasoning adapter, tuned watermarked voice, animated portrait, audited per-turn fact retrieval, transcript/eval surfaces, and explicit live-proof boundaries. - [[entities/shifu-app|Shifu]] — Local-first video workbench/proof question with implementation chain complete; visual gameplay thesis under review after visual-only misses, next heavy tests wait for the repaired 5070 Ti desktop. - [[entities/myabode|myAbode]] — Parked real-estate AI CRM case study focused on prepared next actions and adoption constraints. - [[entities/planned-program-intel|Planned Program Intel]] — Done decision-routing and institutional-memory prototype for enterprise event programs. ## Summaries ## Syntheses - [[syntheses/side-doors-make-useful-work-legible|Side Doors: Make Useful Work Legible]] — Illustrated synthesis of problem-first opportunity search, public proof, five story examples, and verb-first taste/distribution; linked to Taste Requires Contact as the judgment-formation layer. ## 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`