Streams
Six streams group the fifteen strands by who they serve.
Streams and their strands
Fluent
Live and work with AI. Everyone who lives and works with AI.
- 1Foundations and digital self-defence Know what AI is, use it, and stay safe from what it enables.
- 2Everyday productivity Hours back every week, with work that is visibly better.
- 3Tool landscape and model choice Pick the right model and app for the job, and stay free to switch.
- 4Token and cost economics Get the outcome at a tenth of the cost, and prove it.
Build
Make things with AI. People who make things.
- 5Local and private AI Your models, your machines, your data. Nothing leaves.
- 6Coding with AI From first app in an hour to systems that stay up.
- 7Knowledge, memory and reuse Never solve the same problem twice.
Systems
Agents and models. Engineers and researchers.
- 8Agents and multi-agent systems Delegate to software that acts, and keep it on a leash.
- 9Models: tuning, training, serving Shape the model itself when prompting is not enough.
Trust
Data, law, governance. Officers, counsel, leaders.
- 10Data, privacy, regulation, safeguards Use AI without leaking, breaking the law or getting played.
- 13Leadership and governance Lead the adoption, not the hype.
Venture
Income and open source. Founders and contributors.
- 11Business, income, the one-person company Build an income with agents as your staff.
- 12Open source Stand on, and add to, the commons.
Applied and faculty
Sectors and teaching. Practitioners in a sector, trainers.
- 14Sector tracks (applied capstones) Prove it in your own sector, with your own work.
- 15Faculty and institute standards Teach it well, assess it fairly, keep it honest.
Common pathways
| Common pathway | Strands (numbers) |
|---|---|
| Housing societies and the public | 1, 2, 10, 14 |
| Government employees | 1, 2, 3, 4, 10, 13, 14 |
| Corporate knowledge workers | 1, 2, 3, 4, 7, 14 |
| Corporate tech and IT cells | 5, 6, 7, 8, 9, 10 |
| Founders and solo builders | 4, 6, 7, 8, 11, 12 |
| Executives and committees | 1, 3, 10, 11, 13 |
Pathways are suggestions drawn from who the strands serve. Anyone may sit any level in any strand.