By framing self-differentiation as a process akin to writing clean, efficient Perl code, this post aims to convey the importance of maintaining integrity and clarity amidst life's complexities.
Abstract: X-JEPA – Mimicking Human/Cultural Cognition via Multi-Stage Semantic Mapping
The X-JEPA model introduces a multi-stage approach to semantic mapping, advancing the foundational principles established by eXtending the Joint Embedding Predictive Architecture (JEPA). This new architecture aims to develop cultured AI by mimicking human cognition through a layered structure that progressively builds on JEPA's semantic maps.
Pitch: Trinitarian AI to Mirror Human Cognition
By harnessing the strengths of LLMs for linguistic tasks, LNNs for perceptual and creative tasks, and SDMs for integration, the model promises to excel across a wide spectrum of cognitive tasks
Pitch: Designing Disruptive Institutions for a Flourishing Future
As societal challenges grow in complexity, our existing institutions—rigid, hierarchical, and often outdated—struggle to keep pace. To address these shortcomings, IAL can spearhead the creation of new "disruptive" institutions through a meticulously crafted design process that emphasizes innovation, adaptability, and inclusivity.
Better People Than Scott Aaronson?
Reposting a letter sent to one of my Internet Heroes, whom I occasionally correspond with. He is my Hero not because of his brilliant, thoughtful blog on quantum computing (though I do enjoy that), but his deep humility and public vulnerability. Dear Scott, who are undoubtedly better people than I am For the record, no,... Continue Reading →
AORTA Spiritual Entrepreneurship Practices
Ambition Openness Risk Thankfulness Awareness
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 →
Story: Molly’s Life Thesis
Molly had been sorely tempted to play it safe. Tell the Elders a story that would inspire them to keep her there. Play on their sympathy. Misrepresent what she was capable of. She tried to make herself fit in. She really tried. But she just couldn't do it.

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