[FRIAM] Swarm again

[Pieter Steenekamp]

Yes, interactions between not only LLMs but also other configurations can
indeed lead to emergence. In fact, using an Agent Based Model (ABM) (like
in swarm.org) to generate complex data and then training a deep learning
model on that data holds a lot of promise. A good example is how DeepMind
approached predicting plasma behavior to contain nuclear fusion reactions.
Traditional models couldn’t accurately predict plasma behavior, but by
first using a swarm.org-type model to generate emergence to genrate
training data, they were able to build an AI deep learning model that was
used to contain the plasma.
I would not be surprised if this approach is developed sometime in future
to manage complexity more efficiently.

On Sat, 9 Nov 2024 at 17:35, Pietro Terna <pietro.terna at unito.it> wrote:

>     Sure, but it is not impossible to have the OpenAI agents that interact
> and generate emergent effects, with the possibility of having them
> interacting in a deep way using natural language.
>
>      Best, Pietro (a rather old guy, formerly Swarm programmer for ABM)
>
>
> Il 09/11/24 16:19, Pieter Steenekamp ha scritto:
>
> The two "swarms" are quite different.
>
> Swarm.org aims to create complex behaviors from simple interactions
> between simple agents.
>
> On the other hand, OpenAI's swarm involves many different AI agents
> interacting with each other. However, it doesn't specifically focus on
> emergence of complexity, which is the main idea behind swarm.org.
>
> On Sat, 9 Nov 2024 at 16:49, Pietro Terna <pietro.terna at unito.it> wrote:
>
>>     For people who created http://www.swarm.org or used it, have a look
>> at
>> https://github.com/openai/swarm/blob/main/README.md
>>
>>     Two completely different worlds or a unique one?
>>
>>     Best, Pietro
>>
>> --
>> Democrito, che ’l mondo a caso pone (Inferno, IV, 136)
>>
>> "It is the hallmark of any deep truth that its negation is also a deep truth." Niels Bohr.
>>
>> A https://terna.to.it/breviArticoli.html riporto dei miei brevi articoli su temi di attualità.
>> Asterischi da Verso Itaca a https://verso-itaca.it/asterischi-da-verso-itaca/
>>
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>>
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> --
> Democrito, che ’l mondo a caso pone (Inferno, IV, 136)
>
> "It is the hallmark of any deep truth that its negation is also a deep truth." Niels Bohr.
>
> A https://terna.to.it/breviArticoli.html riporto dei miei brevi articoli su temi di attualità.
> Asterischi da Verso Itaca a https://verso-itaca.it/asterischi-da-verso-itaca/
>
> Home page: https://terna.to.it  Twitter: https://twitter.com/@pietroterna
> Mastodon: https://mastodon.uno/@PietroTerna
>
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