Commentary
A concept video explores sandboxed model improvements, visible trade-offs, rollback and separately authorized sharing, citing Weight-Space Programming research.
SOURCE / Reference
Research blog linked by the quoted author
The upstream post links the research blog for methods and evaluation details. Holon’s concept video is a separate product vision.
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Preserve the source and distinguish research claims, design direction and current availability.
The summary and connections are editorial. Claims remain attributed to their source; this page does not independently verify them.
HOLON OF HOLONS / CONNECTED READING
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Reading paths in text
- ReferencesHolon Man: a future concept for human-guided AI evolution
- Enclosing wholeAgent networks
- Enclosing wholeTopics
- Enclosing wholeHOLON.LIVE
- ContainsSource library
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Original
Personal ontology can carry meaning across model changes; knowing a person does not grant permission to spend, access conversations or publish.
Original
LingoAI imagines how language communities could preserve context, govern sharing and develop livelihoods, while distinguishing that vision from today’s team-curated reading site.
Original
LingoAI connects Harari’s language-and-power warning to its Holon vision. The follow-up distinguishes architectural ambitions from current capabilities; includes the video and original image.