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ChatGTP cannot provide an actual solution to a multi-tenant application framework for a SaaS product...because I haven't found that in the stack I work in. So I
by notjoemama 3y ago
ChatGTP cannot provide an actual solution to a multi-tenant application framework for a SaaS product...because I haven't found that in the stack I work in. So I created it but it is closed source. If LLMs rely on open source, it will never provide the value that exists from experienced closed source engineers. I suppose LLM/AI providers can snaekily suck in closed source code for long enough time that once they're caught the cat is out of the bag and the "industry" collapses. But so far, LLMs are cool, but not AGI, nor are they likely to mature into AGI alone.
As far as generalization goes, I'm still waiting for an answer from Tolman-Eichenbaum machines. Or, an integration of LLMs and cognitive maps.
https://www.youtube.com/watch?v=9qOaII_PzGY https://www.youtube.com/watch?v=9qOaII_PzGY
http://brilliant.org/ArtemKirsanov/ http://brilliant.org/ArtemKirsanov/
And his references from the YouTube video:
REFERENCES (in no particular order):
1. Behrens, T. E. J. et al. What Is a Cognitive Map? Organizing Knowledge for Flexible Behavior. Neuron 100, 490–509 (2018).
2. Constantinescu, A. O., O’Reilly, J. X. & Behrens, T. E. J. Organizing conceptual knowledge in humans with a gridlike code. Science 352, 1464–1468 (2016).
3. Aronov, D., Nevers, R. & Tank, D. W. Mapping of a non-spatial dimension by the hippocampal–entorhinal circuit. Nature 543, 719–722 (2017).
4. Whittington, J. C. R., McCaffary, D., Bakermans, J. J. W. & Behrens, T. E. J. How to build a cognitive map. Nat Neurosci 25, 1257–1272 (2022).
5. Whittington, J., Muller, T., Mark, S., Barry, C. & Behrens, T. Generalisation of structural knowledge in the hippocampal-entorhinal system.
CREDITS:
Icons by biorender.com and freepik.com
Brain 3D models were created with Blender software using publicly available BrainGlobe atlases (https://brainglobe.info/atlas-api https://brainglobe.info/atlas-api)
This video was sponsored by Brilliant