--- title: AI-Native Product Surfaces — Activity Log created: 2026-06-16 updated: 2026-07-17 type: log status: scaffold namespace: ai-native-product-surfaces --- # AI-Native Product Surfaces — Activity Log > Append-only namespace log. ## 2026-07-17 update | LKY Avatar fact-grounding layer merged - Refreshed `wiki/entities/lky-avatar.md` after issue #45 / PR #47 added an audited sectioned fact sheet, per-turn retrieval, source-over-memory and uncertainty instructions, Singapore STT keyterms, and a 12-question factuality eval. - Recorded the implementation verification and the new signal boundary: factual accuracy, persona quality, and fabrication must be judged separately. - Kept the live-proof boundary explicit: real-microphone STT and grounding-on/off local-brain results remain pending; the local demo is still not presented as a public live service. ## 2026-07-15 create | LKY Avatar / Voice Persona Stack - Added `wiki/entities/lky-avatar.md` from the canonical `Projects/LKY Avatar/Index.md` hub after reconciling current private avatar/voice repo docs, merged PRs, open issues, and eval reports with the public `lky-brain` foundation. - Kept the applied interview product separate from the LKY Brain corpus-and-adapter entity. - Captured the tuned Chatterbox LoRA win, watermarked same-GPU integration, interaction/stability gates, portrait-sprite milestone, and the factual-grounding / Singapore proper-noun frontier. - Omitted private weights, secrets, machine-only launch details, and any claim that the local demo is already publicly deployed. ## 2026-07-14 migrate | Move long-form attention guide to content-distribution - Removed the earlier misconception-first article and its four public figure assets from this product namespace. - The rewritten cross-format guide now lives at `content-distribution/wiki/syntheses/attention-architecture-for-long-form-content.md`. - Kept product demos in scope here while routing general video, essay, Substack, and X attention/distribution systems to the dedicated namespace. ## 2026-07-14 update | Add source-video framework figures - Added four Jamie-supplied frames to `assets/misconception-first-explanation-loop/` and embedded them beside the misconception, question-to-explanation, A-plot/B-plot, and combined-summary passages. - Added descriptive alt text, numbered captions, source attribution, and a rights note. - Kept the formula framed as a mnemonic for the video's structure, not a validated quantitative model. ## 2026-07-14 create/update | Misconception-First Explanation Loop - Added `wiki/concepts/misconception-first-explanation-loop.md` from the canonical Knowledge concept and Jamie's supplied “Veritasium - What you don't see” transcript. - Preserved the reusable sequence: misconception → question → prediction → explanation → revised model, plus connected concrete A-plot / technical B-plot switching. - Routed it narrowly to technical explainers, product demos, and case studies; kept indexes, `llms.txt`, runbooks, and reference docs retrieval-first. - Kept the full supplied transcript private and separated practitioner learning evidence from retrospective virality claims. ## 2026-07-13 update | Connect taste formation to public legibility - Cross-linked `Taste Requires Contact` and the Side Doors `Verb-first taste` section in both directions. - Clarified the relationship as formation → evidence → distribution: contact develops judgment, verb-first choices expose it, and public artifacts let it travel. - Preserved the boundary that an artifact does not prove good taste by existing; it makes decisions inspectable. ## 2026-07-13 create/update | Side-Quest Validation Loop - Added `wiki/concepts/side-quest-validation-loop.md` from the canonical `Knowledge/concepts/side-quest-validation-loop.md` synthesis and Deya's YouTube video. - Preserved the tiny/useful/fun criteria, behavior-weighted evidence ladder, and predeclared kill/adjust/continue/promote gate. - Kept the framework tool-independent and separated the sponsored Lovable demonstration and anecdotal business claims from universal proof. - Kept the full user-supplied transcript private; the namespace contains a public-safe synthesis and source attribution only. ## 2026-07-13 create/update | Taste Requires Contact - Added `wiki/concepts/taste-requires-contact.md` from the canonical `Knowledge/concepts/taste-requires-contact.md` article and Jason Liu's “if you want good taste, you have to eat.” - Preserved the contact → notice → name → imitate → compare → curate → risk loop and the distinction between wasteful friction and learning-bearing friction. - Cross-linked Material Loop and Interaction Mode Routing so AI can remove boring execution without replacing the perception tasks that develop judgment. - Kept the supplied transcript private; the namespace contains a public-safe synthesis and source attribution only. ## 2026-07-13 create/update | Side Doors: Make Useful Work Legible - Added the illustrated synthesis `wiki/syntheses/side-doors-make-useful-work-legible.md` from the canonical `Knowledge/concepts/side-door-opportunity-search.md` page and Maja's “How to Enter Side Doors.” - Mirrored six Jamie-supplied framework and story screenshots under `assets/side-door-opportunity-search/` and used normal Markdown image syntax with local Pixi Wiki asset routes. - Preserved the default/outbound/inbound model, five story patterns, verb-first taste/distribution extension, and survivorship, attention, privacy, and unpaid-labor guardrails. - Updated namespace README and index; generated public output remains deployment-gated. ## 2026-07-12 create/update | Product Management as System Steering - Added `wiki/concepts/product-management-as-system-steering.md` from the canonical Knowledge concept and Fahd Ananta's “Secrets of the Best PMs.” - Preserved the operating formula: decide under ambiguity, own the gaps, route through people, trade scope first, and align ecosystem incentives. - Linked the framework to AI-native problem framing, decision artifacts, and role-aligned deployed project proof; retained guardrails against impulsiveness, micromanagement, and coercive lock-in. - Updated namespace README and index; no Daily Notes were copied or compiled. ## 2026-07-09 create/update | Role-Aligned Deployed Project Proof - Added `wiki/concepts/role-aligned-deployed-project-proof.md` from the canonical `Knowledge/concepts/role-aligned-deployed-project-proof.md` page. - Preserved the role/JD → repeated job verb → painful workflow → smallest live artifact → evidence → tailored case-study selection rule. - Kept the multi-role idea list as a starter catalog and made live deployment, ownership, truthfulness, and role-specific judgment explicit hard gates. - Updated namespace README and index; no Daily Notes were copied or compiled. ## 2026-07-08 create/update | J-space as Global Workspace concept - Added `wiki/concepts/j-space-global-workspace.md` from the canonical `Knowledge/concepts/j-space-global-workspace.md` page and Anthropic Transformer Circuits paper. - Routed the paper as a product-surface concept: replay verbalizable readouts to keep model work inspectable, while preserving the caveat that this is not direct access to model thoughts. - Cross-linked it to J-Space-Replay as the app's inspiration and honesty boundary. ## 2026-07-08 create/update | J-Space-Replay entity - Added `wiki/entities/j-space-replay.md` from the canonical `Projects/J-Space-Replay/Index.md` hub and public `pixiiidust/j-space-replay` repo docs. - Routed J-Space-Replay as an AI-native product surface: a glass-box replay dashboard for VLM logit/J-lens readouts over video. - Preserved the public honesty boundary: demo-quality interpretability, not validated VLM mechanistic evidence or model-thought claims. - Updated namespace README, index, and compiler map; no Daily Notes were copied or compiled. ## 2026-06-30 update | Job Edge public dashboard and Ashby auto-refresh - Updated `wiki/entities/job-edge.md` from the canonical `Projects/Job Edge/Index.md` hub after PR #10 merged on `pixiiidust/job-edge`. - Captured the live-public milestone: GitHub Pages dashboard, scheduled/manual GitHub Action refresh, successful workflow run, built Pages status, 150-job live snapshot, and no-browser-Python boundary. - Preserved the discovery boundary: current automation refreshes known Ashby company boards from `data/discovered_slugs.txt`; automated discovery of brand-new Ashby slugs and new/removed/changed diffs remain future slices. - Updated namespace README and index; no Daily Notes were copied or compiled. ## 2026-06-30 update | Shifu pivot/proof boundary - Updated `wiki/entities/shifu-app.md`, `wiki/concepts/video-retrieve-then-verify-loop.md`, and `wiki/concepts/verified-video-answer-surfaces.md` from the canonical project/Knowledge updates. - Captured the public-safe pivot posture: keep the local-first video workbench artifact, demote the old AI-core visual gameplay bet, and treat visual embeddings as low-trust recall until structured signals and verifier evidence prove value. - Recorded that Jamie's local `mini-vss` smoke likely has not exercised the full Tonbi loop yet; future proof should reproduce captions/transcripts/fusion/deeper pools/verifier before judging the implementation. - Updated namespace index; no Daily Notes were copied or compiled. ## 2026-06-29 update | Shifu implementation chain closed - Updated `wiki/entities/shifu-app.md` from the canonical `Projects/Shifu/Index.md` hub after PR #26 merged and parent #3 closed. - Captured post-merge verification: focused verifier/eval tests 18 passed, full suite 80 passed with one warning, compileall clean, `git diff --check` clean, and fixture evaluator passed 5/5 while preserving `Private VOD detection proof: no` and verified hits 0. - Reframed current state from PR-open gate to implementation-chain complete; next frontier is the actual private VOD proof run with GTX 1070 artifacts, labels, and structured verifier verdicts. - Updated namespace index; no Daily Notes were copied or compiled. ## 2026-06-28 update | Shifu verifier report gate - Updated `wiki/entities/shifu-app.md` from the canonical `Projects/Shifu/Index.md` hub after issue #21 / PR #26. - Captured the verifier-report milestone: manifests, structured verdict import, deeper T3 verifier pools, verified-only T3 recall, baseline-vs-verified deltas, negative/refusal reporting, and actual-video guide. - Preserved the proof boundary: fixture smoke may pass baseline retrieval, but real private-VOD proof still requires Jamie's GTX 1070 run, private labels, non-placeholder modality artifacts, and structured verifier verdict imports. - Updated namespace index; no Daily Notes were copied or compiled. ## 2026-06-27 create/update | Shifu local-first video knowledge entity - Added `wiki/entities/shifu-app.md` from the canonical `Projects/Shifu/Index.md` hub. - Routed Shifu as an AI-native product surface: local-first searchable video knowledge with VPS upload/light smoke and a local GTX 1070 worker artifact seam. - Preserved the boundary that cloud GPUs are optional future adapters and private media/model artifacts stay out of git. - Updated namespace README and index; no Daily Notes were copied or compiled. ## 2026-06-27 create/update | VSS video retrieve-then-verify concepts - Added `wiki/concepts/video-retrieve-then-verify-loop.md` and `wiki/concepts/verified-video-answer-surfaces.md` from the canonical Knowledge pages. - Routed Tonbi `mini-vss` and NVIDIA VSS as product-surface source material: the durable concept is candidate recall plus evidence-bearing verification, not a new namespace or infrastructure commitment. - Updated namespace README and index; no Daily Notes were copied or compiled. ## 2026-06-27 create/update | Agent Output Decision Artifacts - Added `wiki/concepts/agent-output-decision-artifacts.md` from the canonical Knowledge page. - Routed it as an AI-native product-surface concept: verbose agent output should become one-screen, visual, source-backed decision artifacts when the user needs to decide, approve, compare, or steer. - Kept pricing, revenue path, and product wedge details in the private brainstorm namespace; public Pixi Wiki gets the reusable surface principle only. ## 2026-06-16 create | Namespace scaffold initialized - Created README, CLAUDE instructions, raw folder, index/log, and typed wiki folders. - Source routing comes from `Wiki Compiler Maps/Namespace Wiki Compiler Map.md`. - No Daily Notes were copied or compiled. ## 2026-06-16 update | Add first product-surface compiled pages - Added `wiki/entities/planned-program-intel.md`. - Added `wiki/entities/myabode.md`. - Added `wiki/concepts/ai-native-problem-framing-framework.md`. - Updated `wiki/index.md` from scaffold to active content index. - No Daily Notes were copied or compiled. ## 2026-06-19 update | Clarify I-know-kungfu wiki-first framing - Updated `wiki/entities/i-know-kungfu.md` and `Projects/I-know-kungfu/Index.md` after product-language clarification. - Set **knowledge base wiki** as the core product object. - Demoted **Knowledge Pack** to the portable package/install format for a wiki. - Preserved Variant C: find useful wiki → check local fit → choose serving entry point → harmonize overlap → inspect proof/refusal. - No Daily Notes were copied or compiled. ## 2026-06-23 update | Add AI definition to namespace top - Added Jamie's AI definition to the top of `README.md` and `wiki/index.md`. - Preserved existing namespace scope and source roots. ## 2026-06-23 create/update | Interaction Mode Routing - Added `wiki/concepts/interaction-mode-routing.md` from the canonical Knowledge page. - Updated the AI-native framing page with interface-mode selection after E/A/G/C framing. - Updated I-know-kungfu with the Generated Fit Check Surface direction. - No Daily Notes were copied or compiled. ## 2026-06-24 create/update | Material Loop and Glass Interfaces - Added `wiki/concepts/material-loop-and-glass-interfaces.md` from the canonical Knowledge page. - Updated Interaction Mode Routing and AI-Native Problem Framing with agency/material-closeness framing. - Updated I-know-kungfu with the glass fit-check authorship lens. - Updated namespace README and index; no public Pixi Wiki deploy. ## 2026-06-26 create/update | World Model Control Surfaces - Added `raw/transcripts/yann-lecun-world-models-next-ai-revolution.md` from the user-provided transcript. - Added `wiki/concepts/world-model-control-surfaces.md` from the canonical Knowledge page. - Updated AI-Native Problem Framing, namespace README, and index with the state/action/prediction/objective/guardrail control-loop lens. - Classified this as a concept, not a standalone entity or namespace; no public Pixi Wiki deploy was pushed from this source update. ## 2026-06-27 create/update | Job Edge entity - Added `wiki/entities/job-edge.md` from the canonical `Projects/Job Edge/Index.md` hub. - Routed Job Edge as a job-search edge/dashboard product surface under `ai-native-product-surfaces`; `ashby-pm-radar` remains the first use case, not the whole product boundary. - Updated namespace README and index with the new source root and entity listing. - No Daily Notes were copied or compiled.