AI-augmented knowledge environments
I’m exploring local and cloud applications that help organisations capture knowledge, connect experience, and work with what they know in AI-augmented environments.
Why this interests me now
Organisational knowledge often sits in documents, conversations, systems, and individual memory without an easy way to see how the pieces relate. I’m interested in applications that help people capture that knowledge, give it useful structure, and return to it as their understanding develops.
The aim is not to make AI an unquestioned source of answers. I want to explore environments in which people can retrieve, connect, challenge, and reinterpret what an organisation knows while remaining responsible for meaning and decisions.
Local and cloud explorations
MySotongkoo explores the local side of this interest: a focused AI interface for working with information and learning. Cloudflare-first solutions gives me a cloud environment for prototyping and publishing applications. Together they let me investigate where knowledge should live, how people encounter it, and what different technical boundaries make possible.
From a shared brain to this website
The inquiry grows from Making a shared brain with my GenAI buddy, where I explored small, linked notes with a generative-AI collaborator. This website develops that idea into a visible system: its connectome turns connected notes about my practice into a map that people—and AI tools—can navigate.
Questions I’m exploring
- What makes captured knowledge useful in everyday organisational work rather than merely stored?
- How can people see where knowledge came from, question it, and add context as situations change?
- Which parts of an AI-augmented knowledge environment belong locally, and which benefit from cloud access?
- How can an interface reveal relationships without pretending that the map is complete?
Immediate connections
Explore the cards directly connected to this one.
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by"}},{"data":{"id":"edge:shu-ha-ri:change-learning","source":"shu-ha-ri","target":"change-learning","reason":"Learning and development are central themes of this article.","category":"Related to","incoming_reason":"Learning and development are central themes of this article.","incoming_category":"Referenced by"}},{"data":{"id":"edge:shu-ha-ri:co-creative-teams","source":"shu-ha-ri","target":"co-creative-teams","reason":"Related questions about how teams learn through practice.","category":"Related to","incoming_reason":"Related questions about how teams learn through practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:software-cloud:aws","source":"software-cloud","target":"aws","reason":"Cloud experience connected to SalesCandy.","category":"Related to","incoming_reason":"Cloud experience connected to SalesCandy.","incoming_category":"Referenced by"}},{"data":{"id":"edge:software-cloud:azure","source":"software-cloud","target":"azure","reason":"A platform I worked with in 2023–2025.","category":"Related to","incoming_reason":"A platform I worked with in 2023–2025.","incoming_category":"Referenced by"}},{"data":{"id":"edge:software-cloud:google-cloud","source":"software-cloud","target":"google-cloud","reason":"Experience, certification, and current integration experiments.","category":"Related to","incoming_reason":"Experience, certification, and current integration experiments.","incoming_category":"Referenced by"}},{"data":{"id":"edge:software-cloud:python","source":"software-cloud","target":"python","reason":"A tool in my current prototyping practice.","category":"Related to","incoming_reason":"A tool in my current prototyping practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:save-the-turtles:pubnub","source":"save-the-turtles","target":"pubnub","reason":"Used PubNub for real-time interactive elements in the TCS Be A Hero project.","category":"Related to","incoming_reason":"Used PubNub for real-time interactive elements in the TCS Be A Hero project.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tech:resources","source":"tech","target":"resources","reason":"The resources card collects the definitive documentation for this site's technology stack.","category":"Related to","incoming_reason":"The resources card collects the definitive documentation for this site's technology stack.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tech:connectome","source":"tech","target":"connectome","reason":"The connectome is the card system that makes the site's technology and ideas navigable.","category":"Related to","incoming_reason":"The connectome is the card system that makes the site's technology and ideas navigable.","incoming_category":"Referenced by"}},{"data":{"id":"edge:technology-leadership:ways-of-working","source":"technology-leadership","target":"ways-of-working","reason":"My leadership roles included helping teams introduce and adapt new working practices.","category":"Related 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notes.","category":"Structure","incoming_reason":"This card gives the connected-notes idea a visual and navigable form.","incoming_category":"Applied model"}},{"data":{"id":"edge:connectome:shared-brain","source":"connectome","target":"shared-brain","reason":"The connectome follows the shared-brain approach to organising a practice.","category":"Inspiration","incoming_reason":"The shared-brain work provides the organising idea behind this network.","incoming_category":"Source idea"}},{"data":{"id":"edge:connectome:organisational-development","source":"connectome","target":"organisational-development","reason":"The map helps me notice how people, purpose, and organisations develop together.","category":"Current inquiry","incoming_reason":"The connectome gives this Steiner-informed organisational learning inquiry a living set of examples.","incoming_category":"Learning context"}},{"data":{"id":"edge:connectome:co-creative-teams","source":"connectome","target":"co-creative-teams","reason":"The connectome makes the learning across projects and teams visible.","category":"Organisational learning","incoming_reason":"This learning-organisations work is an example of a practice that grows through connected reflection.","incoming_category":"Example"}},{"data":{"id":"edge:the-new-mass-media:ai-assisted-development","source":"the-new-mass-media","target":"ai-assisted-development","reason":"AI-assisted making is one practical way I encounter the systems shaping contemporary information.","category":"Practice","incoming_reason":"This note places AI-assisted development within a wider shift in how information is made and mediated.","incoming_category":"Wider context"}},{"data":{"id":"edge:the-new-mass-media:shared-brain","source":"the-new-mass-media","target":"shared-brain","reason":"The shared-brain experiment explores how generative AI reorganises, retrieves, and re-expresses knowledge.","category":"Example","incoming_reason":"The experiment is an example of working critically within AI-mediated information.","incoming_category":"Example"}},{"data":{"id":"edge:the-new-mass-media:connectome","source":"the-new-mass-media","target":"connectome","reason":"The connectome makes authorship, context, and relationships inspectable for people and AI agents.","category":"Response","incoming_reason":"The connectome is one response to an information environment increasingly read and mediated by AI.","incoming_category":"Context"}},{"data":{"id":"edge:poetry-underground:media-lab","source":"poetry-underground","target":"media-lab","reason":"My theatre collaborations are part of my wider arts practice.","category":"Related to","incoming_reason":"My theatre collaborations are part of my wider arts practice.","incoming_category":"Referenced by"}},{"data":{"id":"edge:tribal-ddb:technology-leadership","source":"tribal-ddb","target":"technology-leadership","reason":"Technical direction and team leadership for digital properties.","category":"Related to","incoming_reason":"Technical direction and team leadership for digital properties.","incoming_category":"Referenced by"}},{"data":{"id":"edge:unggun:software-cloud","source":"unggun","target":"software-cloud","reason":"An early social networking platform for corporations.","category":"Related to","incoming_reason":"An early social networking platform for corporations.","incoming_category":"Referenced by"}},{"data":{"id":"edge:co-creative-teams:ways-of-working","source":"co-creative-teams","target":"ways-of-working","reason":"This independent inquiry explores how teams carry co-creative habits into everyday work.","category":"Related to","incoming_reason":"This independent inquiry explores how teams carry co-creative habits into everyday work.","incoming_category":"Referenced 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AI-augmented knowledge environments
Select a node or arrow to explore the connection.
Follow a connection
Each link opens another part of the story.
- Related to
Making a shared brain with my GenAI buddy
The shared-brain experiment is the originating idea for organising knowledge as small, connected notes with an AI collaborator.
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The connectome
This website’s connectome demonstrates how connected knowledge can become navigable.
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MySotongkoo: an AI infobutler
MySotongkoo explores a local-AI application for retrieving, questioning, and working with information.
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Cloudflare-first solutions
Cloudflare provides a cloud environment in which I can prototype and publish related applications.
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Organisations and systems
The inquiry connects knowledge tools with how information and learning move through organisations.
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