This is a (crude) attempt to demonstrate what a Knowledge Navigator concept map might do. Taking the form of a double helix, I’ve charted the last two years of writing I’ve done on AI and the 25 Articles Every Technologist Should Read against each other. This was a time-consuming project but it’s something that a Knowledge Navigator tool could do iteratively and quickly.
Why this is Different:
The Knowledge Navigator would be able to take any selection of documents and then generate serendipitous connections between them. The work to create this image took the better part of the day and involved very deliberate design choices. It’s not perfect as many connections transcend categorical boundaries and only a few are reflected in this document. Manually modeling the complexity of these interactions without iteration would be too difficult.
With an AI-driven solution like the Knowledge Navigator, these connections could be explored at a much deeper and more dynamic level.
The Knowledge Navigator would automate this process using generative large language modeling and allow for iteration and exploration of much more complex connections.
Links to the Articles:
Designing Technology
- Engelbart, Douglas, “Augmenting Human Intellect” – https://www.dougengelbart.org/pubs/augment-3906.html
- Licklider, JCR, “Man-Computer Symbiosis” – https://groups.csail.mit.edu/medg/people/psz/Licklider.html
- Wiener, Norbert, “Men, Machines, and the World About” – https://archive.org/details/TheNewMediaReader/page/n76/mode/1up
- Kay, Alan, “A History of Smalltalk” – https://worrydream.com/EarlyHistoryOfSmalltalk/
- Writing With AI: Transcendence or Replacement?
- Art, Technology, and Simplicity
- AI is an Augmented Creativity Portal
- Creativity, Iteration, and the Sunk Time Barrier
Designing Systems
- Bush, Vannevar, “As We May Think” – https://archive.org/details/as-we-may-think
- Von Stackelberg, Peter and Alex McDowell, “What in the World? Storyworlds, Science Fiction, and Futures Studies” – https://jfsdigital.org/wp-content/uploads/2015/12/01_Articles02_What-in-the-World-2.pdf
- Hughes, Thomas P., “The Evolution of Large Technological Systems” – https://bibliothek.wzb.eu/pdf/1986/p86-9.pdf
- Synthesizing Serendipity
- Idea Fences: How They Will Shape the Future of the AI World
- Building Tools for Seeing, Not Knowing
- Transparency: A Way to Regulate Technology
Understanding Systems
- Meadows, Donella, “Leverage Points” – https://donellameadows.org/archives/leverage-points-places-to-intervene-in-a-system/
- Nelson, Theodor H., “Computer Lib/Dream Machines” – https://archive.org/details/computer-lib-dream-machines or https://archive.org/details/TheNewMediaReader/page/n304/mode/1up (excerpt)
- Brand, Stewart, “Pace Layering” – https://jods.mitpress.mit.edu/pub/issue3-brand/release/2
- Raworth, Kate, “A Doughnut for the Anthropocene” – https://www.researchgate.net/publication/316750902_A_Doughnut_for_the_Anthropocene_humanity’s_compass_in_the_21st_century#fullTextFileContent
- Industrial Independence Day
- Assessing Students, Not The System
- ChatGPT is Coming to Get You (and it’s okay)
- ChatGPT Exposes the False Economics of Learning Systems
- ChatGPT and Systemic Change Resistance in Education
Designing Networks
- Engelbart, Douglas, Richard W. Watson and James C. Norton, “The Augmented Knowledge Workshop” – https://dougengelbart.org/pubs/papers/scanned-original/1973-augment-14724-The-Augmented-Knowledge-Workshop.pdf
- Licklider, JCR and Robert Taylor, “The Computer as a Communications Device” – https://internetat50.com/references/Licklider_Taylor_The-Computer-As-A-Communications-Device.pdf
- Haymes, Tom, “Thinking Backward: A Knowledge Network for the Next Century” – https://cie.asu.edu/ojs/index.php/cieatasu/article/view/1913
- Catmull, Ed, “How Pixar Fosters Collective Creativity” – https://hbr.org/2008/09/how-pixar-fosters-collective-creativity
- Transparency: Seeing a Wider World
- Transparency: Creating Perspective Through Layered Concept Mapping
- The More Perspective You Have, the Less the Message Matters
Designing Narrative
- Viola, Bill, “Will There Be Condominiums in Data Space?” – https://archive.org/details/TheNewMediaReader/page/n459/mode/2up
- Chen, Jenova, “Flow in Games” – https://www.jenovachen.com/flowingames/Flow_in_games_final.pdf
- McLuhan, Marshall, “The Galaxy Reconfigured/Medium is the Message (Excerpts)” – https://archive.org/details/TheNewMediaReader/page/n199/mode/1up
- MacEachern, Alan M. and John H. Ganter, “A Pattern Identification Approach to Cartographic Visualization” – https://www.researchgate.net/publication/239055595_A_Pattern_Identification_Approach_to_Cartographic_Visualization
- Artificial Stories
- Mapmaking as Sensemaking
- No Matter Where You Go, There You Are
- Through the Narrative Looking Glass: AI’s All-Too-Human Storytelling
- Spatial Narratives
Human Design
- Rheingold, Howard, “Mind Amplifier: Can Our Digital Tools Make Us Smarter?” – http://rheingold.com/texts/Mind_Amplifier.pdf
- Eshet-Alkalai, Yoram and Nitza Geri, “Does the Medium Affect the Message? The Influence of Text Representation Format on Critical Thinking” – https://www.openu.ac.il/personal_sites/download/eshet%20&%20Geri%202007-Print%20vs.%20Digital.pdf
- Brand, Stewart, “Spacewar” – https://www.wheels.org/spacewar/stone/rolling_stone.html
- Engelbart, Douglas, “Collective IQ” – https://www.dougengelbart.org/content/view/132/
- In The Beginning
- Mapping Inspiration
- Communicating Thinking in a Digital World
- Creativity vs. Conformity and Our AI-Augmented Future
Designing New Realities
- Brown, John Seely and Ann Pendleton-Julian “Design Unbound” –https://www.desunbound.com/assets/DesUnbound_first_chapter.pdf (Chapter 1)
- Benjamin, Walter, “The Work of Art in the Age of Mechanical Reproduction” – https://web.mit.edu/allanmc/www/benjamin.pdf
- Transparency: Generative Augmented Perspective
- Seeing Knowledge Differently
- Finding the Questions We Don’t Know to Ask
