Loughborough Artificial Intelligence

Artificial Intelligence discussion group

[Andrea Soltoggio @asoltoggio]

Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts https://t.co/DOyNIWi0e6 performing 2.7X better by sharing knowledge, by @Chocological4 and team implementing our vision https://t.co/Vh3n56OTwH #AgenticAI #ArtificialInteligence

[Saptarshi Nath @Chocological45]

7/7 MOSAIC represents what truly collaborative, agentic AI could look like. We believe that collaboration is key to the future of AI. Thoughts? #FutureofAI #AIResearch @lborouniversity @LboroScience @VanderbiltU @UCRiverside

[Saptarshi Nath @Chocological45]

6/7 Implications: Robotics at the edge, personalized adaptive healthcare, collective cybersecurity, collaborative research, and a lot more! Paper: https://t.co/fFnp6HrqAD, Code: https://t.co/sqIuIeszyu

[Saptarshi Nath @Chocological45]

1/7 Excited to share our recent paper, "Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts"! A system enabling AI agents to collaborate autonomously WITHOUT central control.

[Andrea Soltoggio @asoltoggio]

Busy time for #AI scientists! On Friday & today, I joined
@BBCLeicester with @9amben and @SummayaMughal
to discuss the PM’s commitment to #AI and other developments. Kudos to these talented journalists for helping everyone understand these exciting times! With @LboroPR 's support

[Andrea Soltoggio @asoltoggio]

Engaging conversation on Digital Decarbonization this morning on @France24_en Glad to see growing awareness on #climate and #emissions for #digital technology #cop29 #G20 @LboroPR https://t.co/04rn7jYJ03

[Andrea Soltoggio @asoltoggio]

Looking forward to presenting our new paper "Statistical Context Detection for Deep Lifelong Reinforcement Learning" @CoLLAs_Conf with first author @JupiLogy
(arXiv: https://t.co/Bnd3KtUd33) in Pisa, Italy🇮🇹
#CoLLAs2024 #ArtificialIntelligence @LboroScience

[Loughborough University Research and Innovation @lboroimpact]

We have five fully funded #PhD #studentships available as part of a new multidisciplinary digital decarbonisation research cluster.

The projects aim to transform practices across the digital ecosystem to accelerate the path to #NetZero.

Apply by 17 May➡️ https://t.co/IGBCpN6WvP

[Andrea Soltoggio @asoltoggio]

Historic video: our first ShELL system that ran 4 lifelong learning and sharing agents across continents between @lborouniversity and @VanderbiltU @Chocological45 in Dec 2022! Code available at https://t.co/6syEymLUem

[Andrea Soltoggio @asoltoggio]

A collective AI via lifelong learning and sharing at the edge: pleased to receive so many requests for the paper! Remember the full text is also available at https://t.co/SNCvgx6lsJ

Collective AI in practice: check out the supplementary info with links to concrete examples and code! https://t.co/mnC93EEDlp

[Andrea Soltoggio @asoltoggio]

Lifelong learning and shareable models: How to reduce the energy footprint of AI and contribute to a sustainable decarbonised future. PhD position available at @lborouniversity Apply at: https://t.co/XZlE4WiElL

Further details on our vision in the paper "A collective AI via lifelong learning and sharing at the edge" https://t.co/SNCvgx6lsJ #artificialintelligence #AI #ClimateEmergency #PhD

More on @lborouniversity digital decarbonisation project at https://t.co/Fz8QL9HZ0Z

[Nature Portfolio @NaturePortfolio]

A Perspective in @NatMachIntell examines the potential creation of a collective machine-learned intelligence and proposes that the convergence of these advances will lead to the emergence of new types of scalable, resilient and sustainable AI systems. https://t.co/fyQceAHYLB

[Andrea Soltoggio @asoltoggio]

I love how you described our work so effectively in this article! I totally recommend this read. For more details, see the full paper @NatMachIntell at https://t.co/SNCvgx6lsJ

I also want to stress that is the result of a collaboration with an exceptional team of scientists from @lborouniversity,@MIT,@Yale,@ucdavis,@UM2ii,@UMmedschool,@UTCompSci,@Penn,@SimonsInstitute,@UCBerkeley,@UCLA,@RiceUniversity,@Vanderbilt_CS,@PurdueEngineers, @JohnsHopkins, @UMassAmherst, @AuroraFlightSci,@bengurionu,@UTAustin with @DARPA support.

PS: @thomas_macaulay You should join our research team!

[TNW @thenextweb]

Collective AI that resembles the Borg is on the way — but don't worry. Scientists expect the systems to be friendlier than the Star Trek villains https://t.co/DFk8jbU66N

[Loughborough University PR @LboroPR]

This research has also been shared in @Independent :

https://t.co/zYstHFjFQl

[Loughborough University PR @LboroPR]

Top computer scientists from around the world say the future of artificial intelligence is similar to that of Star Trek🖖🤖

Dr @asoltoggio and experts from the likes of @MIT & @Yale share their 'Collective AI' vision in a new @NatMachIntell paper.

Read: https://t.co/JgKhqvUDmG

[DailyAI @DailyAIOfficial]

Researchers who contributed to this study include:

➡️ @asoltoggio
➡️ @GeYunhao
➡️ @pkthunder_0x5c
➡️ @S_T_Monteiro
➡️ @priyapanda12
➡️ @ChristosPeridis
➡️ @hpirsiav10
➡️ @kaushikunal
➡️ @HavaSiegelmann
➡️ @PeterStone_TX
➡️ @KyleVedder
➡️ @uuujingfeng
➡️ @lesterlin
➡️ @SKolouri
➡️ Eseoghene Ben
➡️ Shahaf Shperberg
➡️ Laurent itti
➡️ Guangyao Zheng
➡️ Vladimir Braverman
➡️ Eric Eaton, PhD
➡️ Ben Epstein
➡️ Lucy Halperin
➡️ Jonathan How
➡️ Michael A. Jacobs, Ph.D, DABR
➡️ Long Le
➡️ Steven Lee
➡️ Xinran L.
➡️ David Musliner
➡️ Saptarshi Nath
➡️ Vishwa P.

[DailyAI @DailyAIOfficial]

Researchers from @lborouniversity, @MIT, and @Yale introduced the concept of "Collective AI," aiming for AI systems to work together seamlessly.

It's AI reimagined as a symbiotic network and could change our approach to global challenges.

https://t.co/ySpuPXuZAg

Read how this innovation could redefine technology's future ⬇️

#AI #CollectiveIntelligence #AIInnovation #FutureTech #MIT #Yale #MachineLearning

[Pinna Pierre @pierrepinna]

The Star Trek Borg is No Longer #SciFi!
👇
Shared-Experience Lifelong Learning (ShELL)
👇
A Collective #AI via Lifelong Learning and Sharing at the Edge
👇
An exceptional collaborative work,
published in @NatMachIntell
and led by 30 researchers (@asoltoggio @lboroimpact, @pkthunder_0x5c, @S_T_Monteiro, @Hfdmusliner, @priyapanda12, @ChristosPeridis, @hpirsiav10, @vishwa_parekh, @PeterStone_TX, @KyleVedder, @uuujingfeng, @lyang36, @SKolouri, ...) from 18 universities & research centers (@lborouniversity, @MIT, @Yale, @ucdavis, @UM2ii, @UTCompSci, @Penn, @SimonsInstitute, @UCLA, @RiceUniversity, @Vanderbilt_CS, @PurdueEngineers, @UMassAmherst, ...)
predicts the development of "collective AI" in the near future, consisting of a network of many separate AI units that will be interconnected in such a way as to be able to share information and knowledge with each other, enabling the whole network to benefit from the learning and experience of each unit.

The convergence of these scientific and technological advances will lead to the emergence of new types of scalable, resilient and sustainable AI systems.

Today's expensive, non-shareable and energy-intensive Large Language Models, such as ChatGPT and others, won't survive in a future where sustainable, scalable and shareable collective AI units are likely to emerge.
#MachineLearning #HealthTech #CyberSecurity

Study Pdf: https://t.co/L4Ex3TDgDd

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Cc @DeepLearn007 @ahier @AkwyZ @SpirosMargaris @jblefevre60 @KirkDBorne @data_nerd @jeancayeux @EvanKirstel @kalydeoo @BetaMoroney @Nicochan33 @IanLJones98 @BroadenView @drsharwood @Khulood_Almani @enilev @sallyeaves @LaurentAlaus @Ym78200 @roxananasoi @tewoz

[Andrea Soltoggio @asoltoggio]

A Collective AI via Lifelong Learning and Sharing at the Edge

Happy to share this collaborative work with exceptional colleagues (https://t.co/Eg7R9X4WEp) on how we can build networks of always learning and knowledge-sharing AI systems #AI @NatMachIntell @lboroimpact #safety