“What’s missing is the thing we had for structured data. But for… all of this.”
Multimodal Data Management: The Inevitable Category?
Chaordic Knowledge Stack (V2)
To enable all people to create, transmit, and preserve knowledge in ways that remain freely chosen, universally accessible, resistant to domination, and aligned with truth and integrity.
Unbreakable Knowledge: A Chaordic Manifesto
A cooperative, distributed means for creating, propagating, and safeguarding knowledge through minimal agreements, mutual trust, and maximal autonomy.
The Meta-Cognitive Grid: Where Human and AI Agents Learn to Work Together.
The MCG integrates data trust, intent modeling, and semantic negotiation into a shared cognitive substrate. It supports not just interoperability—but mutual understanding.
Fractal Data Lakehouse: A Recursive Interface for the Age of AI
Fractal Data Lakehouse merges the scalable raw data capabilities of a data lake with the structured analytical power of a data warehouse, governed by fractal principles—recursive, self-similar patterns across space (geography), time (history), and people (identity).
Beyond (Data) Contracts: A Response to Benn Stancil
The profound truth here is that we cannot control other people. We can only honestly and gracefully fail, if we are not getting what we need to succeed.
PipeBook: UX Design Brief
A key design goal of PipeBook is to break away from the single-browser-window user experience of traditional data notebooks, to take full advantage of the large screens on today's laptops and desktops. The PipeBook Multi-Window User Experience (Live prototype, annotated) Windows In particular, a single PipeBook "document" consists of: The Pipe window, which can toggle... Continue Reading →
PipeBook.yml: Reimagining Notebooks as Resilient Data Pipelines
See Also The Data Config by Benn Stancil (Medium)https://github.com/TheSwanFactory/pipebook (App)PipeBook: UX Design Brief (Blog)https://github.com/TheSwanFactory/fridaay (Framework)Data on Rails: Solving the Data App Imperative (YouTube) Overview The modern data notebook has its roots in academic tools for mathematical research. Because of that, notebooks are fantastic for open-ended exploration, but an awkward match for production data pipelines. In... Continue Reading →
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