This short film made with Seedance 2.0 is absolutely insane.The realism looks like a real movie — no one can…
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Are Large Language Models (LLMs) capable of producing new concepts ? Palestine/Israel: the entangled narratives paradox
Illustration by DALL·E from the text
With reference to Deleuze: if what a philosopher does is to forge concepts to correctly pose the problems of his time, in the same way that an artist creates percepts, what about the possibilities of a machine to forge new concepts adapted to the times we live in? Apart from Deleuze’s point, the idea also occurred to me when I read Hegel’s expression ‘ruse of reason’, and I wondered whether, for example, the machine, in its current state, could…
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Large Language Models (+PJ) tackle emergence ! V. Towards an understanding of complex relational networks that better reflects the true nature of human intelligence
Illustration by DALL·E (+PJ)
P.J.:
Great! I’m totally reassured about your grasping the emergent process. Now, you must have noticed that while the growth of the original graph is fully transparent to human beings (you add a new word attached as a label to a node and you throw edges to other node-attached words in a totally predictable manner) the growth of the P-graph is totally counter-intuitive (e.g. you add “Lassie” to the graph as a second instance of dogs in an addition to “Rex” and the number of “dog”…
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Large Language Models (+PJ) tackle emergence ! IV. An approach consistent to learning in biological neural networks
Illustration by DALL·E (+PJ)
P.J.:
Ok. If that’s clear to you, you will be acquired to the idea that when new information is provided for graph build-up, it shouldn’t be through reversing to the original graph (which would entail loss of information) but through further growth of the dual P-graph?
Claude 3:
Absolutely! If we accept the premise that the P-Graph representation captures emergent information and properties that are lost when reverting back to the original semantic network, then it follows logically that the most information-preserving…
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Large Language Models (+PJ) tackle emergence ! III. Information gains when a graph is transposed into its dual
Illustration by DALL·E (+PJ)
P.J.:
Ok, if it seems plausible to you that there are emergent phenomena when transposing from the original graph to its dual, how would you explain that there is a gain in information in the process (a gain which is blatant when the process is reversed and a loss of information is conversely glaring)?
Claude 3:
The apparent gain in information when moving from a semantic network to its P-Graph dual, and the corresponding loss of information when reversing…
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Large Language Models (+PJ) tackle emergence ! II. Can it be observed with a simple transpose?
Illustration by DALL·E (+PJ)
At the time (1987-90) when I was developing software for British Telecom called ANELLA (Associative Network with Emergent Logical and Learning Abilities), it was the colleague who had coined this nice acronym who had drawn my attention to emergence phenomena in my AI. At the heart of the process was a trick I’d developed to eliminate most of the dead-ends of semantic networks in one fell swoop: defining the dual of a semantic network as the memory of an AI. The time has come to call…
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Large Language Models (+PJ) tackle emergence ! I. Intolerable praise for … obesity !
Illustration by DALL·E from the text.
Last month (from 6 to 9 April), I offered here a series of 6 posts where I quadrilogued with GPT-4 and a duplicated version of Claude 3 about the P vs NP conjecture, a classic theoretical computer science question about the relationship – insofar as there is one – between the complexity of solving a problem and the complexity of verifying that a solution has been found.
You’ve probably seen what’s happened: “Mr Jorion, your blog used to be a meeting…
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Paul Jorion 4 May 2024 ‘Has the Singularity taken place yet?’ / Teilhard de Chardin 1950 ‘Ultra-Human’, by Malcolm Dean
Illustration by DALL·E from the text
Listening to many speakers on AI, I’ve noticed that the word “evolution”—which constantly filled our ears over the recent decades—is rarely used by those involved in using or creating AI technologies. Of course, Ray Kurzweil uses the word, and so does Moustafa Suleyman.
For some years I’ve stated that one way or another, this is the last century for Homo Sapiens. Assuming the we survive the ongoing magnetic pole shift, and the Sun does not have a micronova, assuming that national AI systems don’t…
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Video – Has the Singularity taken place yet?
Some evidence from my own experience
Transcript:
What evidence is there that the singularity has taken place?
I was wondering, in recent months, how would we know?
When the singularity takes place, then everything becomes very different because there’s been an acceleration in the way things change.
And more and more it’s artificial intelligence talking to each other that will make some dynamic process go on where the…
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The French Regional Press – Paul Jorion: “With AI, we have invented a machine that is more intelligent than we are”, by Samuel Ribot
© Gregory Van Gansen/Imagetting
Paul Jorion: “With AI, we have invented a machine that is more intelligent than we are”.
By Samuel Ribot / ALP
March 30th 2024
Paul Jorion, an anthropologist, economist, psychoanalyst and artificial intelligence researcher, writes a dazzling book about a revolution that we should be as wary of as we are enthusiastic about.
Paul Jorion is a researcher in artificial intelligence. “The most important thing is to take advantage of this revolution to define what we want to do”.
…
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L’Écho – Paul Jorion: “With AI, we have created something that is more intelligent than we are”, March 5th 2024 – Online version
interview
Paul Jorion: “With AI, we have created something that is more intelligent than we are”.
Paul Jorion has been working on artificial intelligence at British Telecom since the 1980s ©BELGAIMAGE …
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In the age of AI, the danger is not knowing less than machines, but understanding too slowly the structure of…
Ouch! The whole of cosmology was standing on its head, and now it’s back on its feet! And everything becomes…
To expand on this reflection, I’d like to propose an image that radically inverts our usual representation of the Big…
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Well! It is comments such as yours that make the trip … worthy of the trouble! 😀
When I saw your work on P vs NP, I knew you were on to something profound. I couldn’t have…
Admittedly, I was a little thrown off by the direction this took. From my perspective, you (1) identified the major…
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