PARA, Zettelkasten, Second Brain, Link Your Thinking, LYT, Maps of Content, MOC, Johnny.Decimal, Atomic Notes, GTD, Getting Things Done, CODE, Pillars Pipelines Vaults, Inbox Method, Action Method, Luhmann System, Slipbox, Commonplace Book, Laboratory Method, Evergreen Notes, Digital Garden, The Archive, Bullet Journal, Accessory System, Folderless System, Atomic Thinking, Knowledge Graph, Semantic Linkage, Personal Information Management, PIM, Personal Research Management, PRM, Personal Knowledge Infrastructure, PKI, Information Scaffolding, Transactive Memory, Knowledge Crystallization, Cognitive Offloading, Distributed Cognition, Cybernetic PKM, Rhizomatic Learning, Memex, Project Xanadu, Sensemaking, Information Foraging Theory, Personal Digital Archiving, Curatorial Learning, Epistemic Foraging, Holigarchy, BASB, ACCESS, ACE, The Pillar Method, PAIN, REAP, QEC, SQ3R, PQ4R, Cornell Method, Feynman Technique, DiSSS, SQRRR, Morphological Analysis, Knowledge Graphing, Triple-Entry Accounting of Thought, Heuristic Systematic Model, PASK, Conversation Theory, Cynefin Framework, Double-Loop Learning, Metacognitive Scaffolding, Personal Learning Networks, PLN, Knowledge Work, Cognitive Mapping, Concept Mapping, Spatial Hypertext, Non-Linear Documentation, Multi-Dimensional Tagging, Hierarchical Foldering, Flat File System, Associative Trails, Navigational Orienting, Information Curation, Semantic MediaWiki, Wiki-Log, Personal Knowledge Base, PKB, Brain Dump, Antinet, Niklas Luhmann, Sönke Ahrens, Tiago Forte, Nick Milo, Vannevar Bush, Ted Nelson, Douglas Engelbart, Collective Intelligence, Personal Operating System, POS, LifeOS, KMaaS, Knowledge Orchestration, Knowledge Graph Embeddings, RAG, Retrieval-Augmented Generation, Agentic PKM, Synthetic Brain, Co-evolution of Man and Machine, Associative Indexing, Knowledge Lifecycle Management, Cognitive Load Theory, Personal Ontology, Knowledge Audit, Fractal Knowledge Management, Interstitial Logging, Just-in-Time Learning, JITL, Sketchnoting, Flow State Mapping, Knowledge Cartography, Heuristic Foraging, Knowledge Distillation, Information Architecture, IA, User Experience of Knowledge, UXK, Personal Content Management, PCM.

1. Andrej Karpathy (OpenAI/Tesla)

• Method: ArXiv Sanity & First-Principles Implementation.
• PKM Style: He doesn’t just “take notes” on a paper; he re-implements the algorithm from scratch (e.g., microGPT).
• The Lesson: Your PKM should be a “Laboratory” where you store your own minimal versions of complex code.

2. Stephen Wolfram (Wolfram Alpha)

• Method: Computable Knowledge (The Lifelogger).
• PKM Style: He has recorded every email, keystroke, and meeting for 30+ years. He uses his own language (Wolfram Language) to make his notes “computable” so he can run queries against his own life.
• The Lesson: Treat your notes as data that can be analyzed by AI, not just static text.

3. Jeremy Howard (fast.ai)

• Method: Top-Down Learning & Literate Programming.
• PKM Style: He uses nbdev (Jupyter Notebooks) as his PKM. His code, his documentation, and his blog posts all live in the same functional file.
• The Lesson: Don’t separate “Notes about Code” from “The Code.” Keep them in the same environment.

4. Chris Olah (Anthropic/Distill)

• Method: Visual Semantic Mapping.
• PKM Style: He is famous for Explorable Explanations. He synthesizes AI knowledge into visual diagrams that explain the “internal weights” of a model.
• The Lesson: One diagram (or CSS visualization) is worth 1,000 markdown files.

5. Sam Altman (OpenAI CEO)

• Method: The Minimalist “List” & High-Leverage Capture.
• PKM Style: He uses very simple lists (often in a physical notebook or simple digital text file) to track high-leverage priorities. He focuses on “The CODE” method (Capture, Organize, Distill, Express) but skips the “Organize” part to focus on “Express.”
• The Lesson: Don’t over-organize. Capture the thought, then move straight to building.

The “Architect” Website Menu Structure (Business Sub-Items)

SOLUTIONS (The Market)

• Industry Verticals (Retail AI, Automotive Dashboards, Public Space HMI)
• Use Case Library (Touchfree Interaction, Liquid Glass UI, Gesture Control)
• Value Proposition (ROI Analysis, User Experience Impact, Scalability)

TECHNOLOGY (The Engine)

• The Forge (R&D Benchmarks, CUDA/OpenCV Performance, Hardware Specs)
• Proprietary Stack (Architecture, Hardware-Agnostic Core, System Logic)
• Development Roadmap (Short-term builds, Long-term Innovation)

INVESTORS (The Capital)

• Equity Model (Executive Summary, Pitch Decks, Vision)
• Market Strategy (TAM/SAM/SOM, GTM Strategy, Competitive Moat)
• Revenue Engine (Tiered Pricing, Licensing Models, Unit Economics)

LEGACY (The Proof)

• IP Portfolio (Patents, Trademarks, Copyrighted Logic)
• Proven Track Record (Corporate History, Past Successes, Case Studies)
• Network (Partners, Collaborations, Ecosystem)

PULSE (The Velocity)

• Build Logs (Real-time development stream, Daily activity)
• Market Insights (Curated News, Trend Analysis, Web Clips)
• Media (Screenshots, Demo Videos, Announcements)

ATLAS (The Intelligence/PKM)

• Knowledge Graph (Visualizing the connections between concepts and IP)
• Research Synthesis (Deep dives into ArXiv papers and scientific foundations)
• Concept Maps (MOCs: High-level indexes for complex technical domains)
• Strategic Connections (Linking Research to Market-ready Solutions)

cd contents && git pull && cd .. && git add contents && git commit -m “update PKM” && git push