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Vito Trianni

@vitotrianni

Collective intelligence, AI, swarm robotics, and their applications. Research director at the Institute of Cognitive Sciences and Technologies of the Italian National Research Council

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07.12.2024
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Latest posts by Vito Trianni @vitotrianni

Roles of Knowledge engineering and AI in Hybrid Collective Intelligence
Roles of Knowledge engineering and AI in Hybrid Collective Intelligence YouTube video by HACID Project

New video from our series explaining hybrid collective intelligence and its implications to real-world application domains! Today, Fiorela Ciroku from ISTC-CNR explains how knowledge engineering can support the interaction among human experts and AI systems. Enjoy!

youtu.be/4j60f9MPL88

18.02.2026 14:22 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Human-AI collectives produce the most accurate differential diagnoses
Human-AI collectives produce the most accurate differential diagnoses YouTube video by HACID Project

We have published the second short video of our series on hybrid collective intelligence. This time, @nikoz.bsky.social from @mpib-berlin.bsky.social presents how combining human expertise with AI insights can lead to better diagnostic accuracy in the medical domain.
youtu.be/Xz8wBkDzjjQ

12.02.2026 10:32 πŸ‘ 8 πŸ” 6 πŸ’¬ 1 πŸ“Œ 1
Hybrid Collective Intelligence: What and Why
Hybrid Collective Intelligence: What and Why YouTube video by HACID Project

We have published a new short video of a series on hybrid collective intelligence from the HACID project. In this video, we introduce the field, discussing how human experts and AI systems can join forces to produce better solutions to complex problems.
youtu.be/3dwGpLo0EE0

29.01.2026 11:21 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Hurry up!! Only two days to go for the next webinar.
Secure your spot by registering here: events.teams.microsoft.com/event/8e607b...

10.11.2025 12:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Webinar #5 β€” Hybrid Human-AI Collective Intelligence in Medical Diagnostics - HACID Addressing Core Weaknesses and Advancing the Capabilities of Today’s LLMs Join the Human Diagnosis Project (Human Dx) in...

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Don’t miss this chance to learn how hybrid collective intelligence is shaping the next generation of medical diagnostics and beyond.
πŸ—“οΈ **Nov 12, 2025**
πŸ•  **17:30 CET**
πŸŽ™οΈ Hosted by @humandx.bsky.social
More info πŸ‘‰ www.hacid-project.eu/webinar-5-hy...
#AIinMedicine #CollectiveIntelligence

05.11.2025 09:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

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Presentation 3: The Future – What’s Next?
πŸ‘¨β€πŸ« Jayanth Komarneni (CEO, Human Dx)
Jayanth looks beyond medicine to imagine how hybrid collective intelligence might redefine expert systems across all domains of knowledge and problem-solving.

05.11.2025 09:29 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

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Presentation 2: The Present – Hybrid (Human-AI) Collectives
πŸ§‘β€πŸ’» Julian Berger (Max Planck Institute for Human Development)
Julian explores how human and AI decision-making can be combined to create hybrid diagnostic systems that can lead to higher accuracy and reduced costs.

05.11.2025 09:29 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

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Presentation 1: The Past – Human-only Collectives
πŸ‘¨β€βš•οΈ Eugene Chu (Kaiser Permanente)
How can groups of physicians outperform the best individual experts?
Dr. Chu discusses Human Dx’s pioneering work in quantitatively measuring clinician performance and building superior physician collectives.

05.11.2025 09:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

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From human-only expert collectives to cutting-edge hybrid systems β€” this event traces the past, present, and future of collective intelligence in medicine.
We’ll explore how these approaches can address AI weaknesses and advance diagnostic accuracy and reliability.

05.11.2025 09:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Photo by Antoni Shkraba Studio: https://www.pexels.com/photo/doctors-examining-an-x-ray-image-on-a-laptop-5214994/

Photo by Antoni Shkraba Studio: https://www.pexels.com/photo/doctors-examining-an-x-ray-image-on-a-laptop-5214994/

🧡 webinar announcement
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How can we combine human and machine intelligence to make better medical diagnoses? πŸ§ πŸ€–
Join HACID and @HumanDx on Nov 12, 17:30 CET for a special webinar on Hybrid Human-AI Collective Intelligence in Medical Diagnostics.
πŸ”— events.teams.microsoft.com/event/8e607b...

05.11.2025 09:29 πŸ‘ 5 πŸ” 3 πŸ’¬ 1 πŸ“Œ 2

Happening TODAY!
Join us for this exciting and timely webinar!
We will discuss how we can design human-AI systems and harness hybrid collective intelligence while counteracting biases and the risk of exclusion of diverse communities.
Register here: events.teams.microsoft.com/event/71775f...

29.09.2025 07:23 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Meet our speakers:
1. @tahayasseri.bsky.social: How Our Workplace Gender Biases Extend to AI Colleagues
2. Roberta Calegari: From Opportunity to Compliance: Gender and Diversity in the AEQUITAS Framework for Fair AI
3. EM Lewis-Jong: Language, data and cultural identity in AI systems

22.09.2025 19:21 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

One week to go for the next HACID webinar! Register and secure your spot! All info in the thread below πŸ‘‡πŸ½

22.09.2025 19:14 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Preview
Webinar #4 β€” Gender and Diversity aspects in Hybrid Collective Intelligence - HACID This webinar examines the integration of gender and diversity perspectives in the emerging field of hybrid collective intelligence,...

We’ll explore how gender & diversity shape human–AI collaboration, and how to design inclusive, fair systems free from bias.
More info πŸ‘‰ www.hacid-project.eu/webinar-4-ge...

09.09.2025 09:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Photo by cottonbro studio: https://www.pexels.com/photo/photo-of-people-using-their-smartphones-8088445/

Photo by cottonbro studio: https://www.pexels.com/photo/photo-of-people-using-their-smartphones-8088445/

🌍 Join us for #HACID Webinar #4: Gender & Diversity in Hybrid Collective Intelligence πŸ§ πŸ€–
πŸ—“ Sept 29, 2025 | ⏰ 18:00 CEST

Register here: events.teams.microsoft.com/event/71775f...

09.09.2025 09:51 πŸ‘ 10 πŸ” 7 πŸ’¬ 1 πŸ“Œ 2
Roadmap for animate matter - IOPscience Roadmap for animate matter, Volpe, Giorgio, AraΓΊjo, Nuno A M, Guix, Maria, Miodownik, Mark, Martin, Nicolas, Alvarez, Laura, Simmchen, Juliane, Leonardo, Roberto Di, Pellicciotta, Nicola, Martinet, Qu...

A very long articleβ€”or a short bookβ€”on animate matter, what are the current challenges and future technologies that can unlock the huge potential of animate materials? Check out doi.org/10.1088/1361... which includes a piece by @vitotrianni.bsky.social and me on #swarmRobotics

14.08.2025 09:18 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
A group of six people sits around a large wooden table working collaboratively with laptops, tablets, smartphones, and notebooks. The screens display a presentation slide titled β€œDiscussion Outline.” The table also has coffee mugs, notebooks with handwritten notes, and small potted plants, suggesting a casual but focused team meeting or brainstorming session.

A group of six people sits around a large wooden table working collaboratively with laptops, tablets, smartphones, and notebooks. The screens display a presentation slide titled β€œDiscussion Outline.” The table also has coffee mugs, notebooks with handwritten notes, and small potted plants, suggesting a casual but focused team meeting or brainstorming session.

πŸš¨πŸ€–πŸ‘₯
Webinar "Collective Intelligence in the era of LLMs"
April 24 5-6pm CET
www.hacid-project.eu/hacid-webina...

Register
nesta.zoom.us/meeting/regi...

Speakers:
- Jason Burton, Copenhagen Business School
- Lucie Flek, University of Bonn
- Nikolas ZΓΆller, Max Planck Institute for Human Development

11.04.2025 14:30 πŸ‘ 17 πŸ” 14 πŸ’¬ 1 πŸ“Œ 0
Preview
Inaugural Lecture of Taha Yasseri β€œThe Human in the Machine: Navigating the Myths and Realities of AI Towards a Future Where We Shape Technology Responsibly”

People of Dublin! Like to see me in an academic gown discussing AI & how we should navigate its advancement? Join us for my Inaugural Lecture at @tcddublin.bsky.social!
It’s a public lectureβ€”no jargon, just big ideas & maybe even a bit of craic! Register(free) www.eventbrite.ie/e/inaugural-...

11.03.2025 19:14 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
HACID Webinar - Hybrid Collective Intelligence: Perspectives and Challenges
HACID Webinar - Hybrid Collective Intelligence: Perspectives and Challenges YouTube video by HACID Project

he first HACID webinar was just great! 100+ participants and the precious contribution from our speakers: Taha Yasseri, Anita Woolley and Mark Steyvers.

Did you miss it? Never mind, you can still enjoy the presentations here: youtu.be/ndpdDoVdRYA

06.03.2025 18:29 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
HACID Webinar Series - HACID We are organising a series of webinars to dig into the opportunities offered by hybrid collective intelligence, that...

The webinar discusses perspectives and challenges of hybrid collective intelligence, with @tahayasseri.bsky.social, Anita Woolley and Mark Steyvers contributing with a presentation about recent research, and ample space for Q&A.

All details here: www.hacid-project.eu/hacid-webina...

22.02.2025 11:57 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Post image

In the context of the @ec.europa.eu HACID project, we are organising a webinar series on hybrid collective intelligence.

The first event is Tuesday, February the 25th at 5pm CET, with a stellar panel!

Register here: nesta.zoom.us/meeting/regi...

More info πŸ‘‡πŸ½

22.02.2025 11:57 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
Post image

The Memory Machine
How Large Language Models Shape Our Collective Past; just released on @verfassungsblog.de verfassungsblog.de/the-memory-m...

12.02.2025 19:44 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
Preview
Open Euro LLM A series of foundation models for transparent AI in Europe

The OpenEuroLLM initiative is primarily funded by the #EU with a $56M investment to develop an #opensource #LLM tailored for #European languages openeurollm.eu/launch-press...

#AI #GenAI

09.02.2025 21:52 πŸ‘ 2 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
Preview
Model of the best-of-$N$ nest-site selection process in honeybees This paper presents a model for collective decision making applied to a swarm of honeybees choosing a nest. The authors tackle the extension of a known binary option model to an arbitrary number of ch...

Check our best-of-n collective decision model inspired by honeybee nest site selection. Very well studied with ODEs and recently also with heterogeneous mean field modelling by @joefresna.bsky.social

journals.aps.org/pre/abstract...

journals.aps.org/pre/abstract...

25.01.2025 10:00 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Ooooh, look at @pawelburkhardt.bsky.social's pretty cover

Bioelectric coordination (!) of colonial behavior in the choanoflagellate S. rosetta here: www.science.org/doi/10.1126/...

10.01.2025 20:27 πŸ‘ 28 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0
Post image

The physics of cacio&pepe pasta…
I wonder how many cacio&pepe the authors have enjoyed in making the study.
arxiv.org/abs/2501.00536

05.01.2025 21:10 πŸ‘ 47 πŸ” 8 πŸ’¬ 2 πŸ“Œ 3

A very nice journey with a great ending: In a new paper, @NikoletaGlyn describes how longer memory allows people to sustain reciprocal cooperation. For details, see 🧡 below πŸ‘‡
Paper: www.pnas.org/doi/10.1073/...

11.12.2024 11:43 πŸ‘ 17 πŸ” 8 πŸ’¬ 0 πŸ“Œ 0