iiinova — where your digital self keeps evolving

Reposted by Giovanni Petri

Network Science Society @netscisociety.bsky.social · 28/09/2026

Are you ready for a new season of NetSci colloquia? First out, Elizabeth Bruch, in just a few days! Register for a Zoom link here: zoom.us/meeting/regi...

056

Giovanni Petri @lordgrilo.bsky.social · 31/08/2026

This 👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇

000

Giovanni Petri @lordgrilo.bsky.social · 05/08/2026

1/10 How does a sperm whale hunt in darkness, hundreds of metres beneath the surface? Our new preprint reveals a two-level strategy: persistent search across whole dives, paired with rapid switching between distinct prey-capture tactics. Link in🧵

1101

Reposted by Giovanni Petri

Elisabetta Salvai @elisalvai.bsky.social · 05/06/2026

What an exciting week at @netsciconf.bsky.social ! If you still have some curiosity left, stop by this afternoon. I'll be presenting, “Toward Fairness in Network Algorithms: Rankings by Biased Random Walks.” 📍 Where: Algorithms, Inference & Reconstruction 3 (Kendall Square) 🕰️ When: 5PM

282

Giovanni Petri @lordgrilo.bsky.social · 01/06/2026

Later today (3.45pm) I’ll be talking at the NSIA (network-science-ai.github.io/schedule.html) workshop of @netsciconf.bsky.social about (exciting!) work on the interplay between generalization and working memory limits. Come through!

000

Reposted by Giovanni Petri

Giovanni Petri @lordgrilo.bsky.social · 15/04/2026

Come join us!! 👇👇👇👇👇👇👇👇

074

Reposted by Giovanni Petri

Sam Gershman @gershbrain.bsky.social · 19/04/2026

There seems to be a broad perception across psychology and neuroscience that work shouldn't be "too technical" in order to reach the broadest possible audience. While I think we should strive for accessibility, I feel that this attitude can also be self-defeating: why are we dumbing down?

78816

Giovanni Petri @lordgrilo.bsky.social · 15/04/2026

Come join us!! 👇👇👇👇👇👇👇👇

074

Reposted by Giovanni Petri

Melanie Mitchell @melaniemitchell.bsky.social · 10/04/2026

Very good article what it would take for AI to have "agency" and self-preservation goals (w/ a few quotes from me). & I appreciate the reiterated debunking of the "GPT-4 on its own lied to a TaskRabbit worker to solve a captcha" story. www.quantamagazine.org/why-do-we-te...

quantamagazine.org

Why Do We Tell Ourselves Scary Stories About AI? | Quanta Magazine

Our tales of AI developing the will to survive, commandeer resources, and manipulate people say more about us than they do about language models.

56118

Reposted by Giovanni Petri

Network Science Institute @nunetsi.bsky.social · 31/03/2026

As Giovanni Petri shared with #NGN, sperm whales and humans have more in common than we think. Their coordinated support during a calf’s birth shows survival has driven strong social ties, even beyond kin. news.northeastern.edu/2026/03/26/s... @lordgrilo.bsky.social @projectceti.bsky.social

news.northeastern.edu

Whales display behavior typically seen in humans, new research shows

Scientists captured the first detailed footage of a sperm whale birth and found it was not just a family affair.

053

Reposted by Giovanni Petri

Project CETI @projectceti.bsky.social · 26/03/2026

By: Alaa Maalouf, Joseph DelPreto, @maximelca.bsky.social, @poetz.bsky.social, Jacob Andreas, Antonio Torralba, Shane Gero, @lordgrilo.bsky.social, Daniela Rus, David F. Gruber. @csail.mit.edu, @northeasternu.bsky.social, @carleton.ca, @baruch.cuny.edu

173

Reposted by Giovanni Petri

Network Science Institute @nunetsi.bsky.social · 27/03/2026

The 𝙎𝙘𝙞𝙚𝙣𝙩𝙞𝙛𝙞𝙘 𝙍𝙚𝙥𝙤𝙧𝙩𝙨 study dives into the acoustic side of a sperm whale birth 🐋, analyzing clicks and codas to reveal distinct vocal shifts during labor, birth, and early interactions, offering rare evidence of coordinated, non-kin birth assistance in the wild. tinyurl.com/m3pshz8y

tinyurl.com

Description of a collaborative sperm whale birth and shifts in coda vocal styles during key events - Scientific Reports

Scientific Reports - Description of a collaborative sperm whale birth and shifts in coda vocal styles during key events

172

Giovanni Petri @lordgrilo.bsky.social · 26/02/2026

Interesting piece — raises important questions about what higher-order formalisms actually buy us. Half-jokingly, it would make great panel material @netsciconf.bsky.social à la Leipzig dispute :) (Also, first commentaries are already coming out: lnkd.in/d8_nunck)

1131

Giovanni Petri @lordgrilo.bsky.social · 25/02/2026

Renormalization in the brain? With @andreasantoro.bsky.social and @jesseba.bsky.social we're organizing a workshop at @cosynemeeting.bsky.social (Lisbon, March 16) on how coarse-graining principles from physics can explain neural computation across scales. nplresearch.github.io/neurorenorm2...

1106

Reposted by Giovanni Petri

Network Science Institute @nunetsi.bsky.social · 15/01/2026

‪🎉 Big news! Giovanni Petri has been selected for the 𝟮𝟬𝟮𝟲 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗙𝗲𝗹𝗹𝗼𝘄𝘀𝗵𝗶𝗽 at the Museum of Science. He’ll join 40+ fellows to advance the impact of science through digital storytelling. 👏 tinyurl.com/68skdhdy @lordgrilo.bsky.social, @museumofscience.bsky.social

064

Reposted by Giovanni Petri

Tiago Peixoto @tiago.skewed.de · 04/12/2025

I wrote a blog post about the often stated but never explained assumption that communities in graphs should always be connected. This is inconsistent with statistical significance and null models that underlie the most widely employed methods. skewed.de/lab/posts/co...

skewed.de

The perplexing “connected cluster axiom” – Inverse Complexity Lab

Research group on inverse problems in complex systems and network science.

45115

Reposted by Giovanni Petri

Adam J. Eisen @adamjeisen.bsky.social · 26/11/2025

How do brain areas control each other? 🧠🎛️ ✨In our NeurIPS 2025 Spotlight paper, we introduce a data-driven framework to answer this question using deep learning, nonlinear control, and differential geometry.🧵⬇️

18930

Reposted by Giovanni Petri

Jean Golding Institute @jgibristol.bsky.social · 10/11/2025

Another fantastic Turing Seminar last week! 👨‍🏫 Giovanni Petri @lordgrilo.bsky.social from @northeasternu.bsky.social and @nunetsi.bsky.social delivered a very captivating talk, Tracing the Cultural Fabric of Sperm Whale Societies.

View from the audience of Giovanni Petri delivering their Turing Seminar

031

Giovanni Petri @lordgrilo.bsky.social · 06/11/2025

It finally happened. I found a place in London that gives you your espresso within 30secs of ordering it. 🤯🤯

040

Reposted by Giovanni Petri

NetSci 2026 @netsciconf.bsky.social · 03/11/2025

🚨 𝗡𝗲𝘁𝗦𝗰𝗶 𝟮𝟬𝟮𝟲 𝗿𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 𝗶𝘀 𝗻𝗼𝘄 𝗼𝗽𝗲𝗻! Secure your spot at the flagship conference of the Network Science Society and take advantage of the early bird registration special - www.netsci2026.com/registration 📅 June 1–5, 2026 | Hyatt Regency, Cambridge, MA Join us as we celebrate 20 years of NetSci!

01612

Reposted by Giovanni Petri

Jean Golding Institute @jgibristol.bsky.social · 29/10/2025

The Turing Liaison Team is excited to host @lordgrilo.bsky.social, who will deliver a seminar entitled 'Tracing the Cultural Fabric of Sperm Whale Societies.' 📆 5 November ⏰ 13:00 - 14:00 📍Biomedical Building, C42 at the University of Bristol Find out more here: tinyurl.com/mrxp5h2n

133

Reposted by Giovanni Petri

Christian Bick @bickmath.bsky.social · 08/10/2025

Lots of higher-order interactions at the joint @beyondtheedge.network and RUNES workshop at AMU in Marseille this week. Thanks to @alainbarrat.bsky.social and @lordgrilo.bsky.social!

0114

Reposted by Giovanni Petri

Network Science Institute @nunetsi.bsky.social · 03/10/2025

Exciting things in Topological Neuroscience! #NetSI_London @lordgrilo.bsky.social co-organized the “Topology of Human and Synthetic Minds” workshop at King’s College London, launching a new collaboration to advance this field. #KIHSM 🔗 tinyurl.com/4zhs2m83 #NetSI_London 🔗 tinyurl.com/25ts6as4

043

Giovanni Petri @lordgrilo.bsky.social · 15/09/2025

Federico Turkheimer introducing the King’s institute for Human and Synthetic minds and opening the workshop

060

Giovanni Petri @lordgrilo.bsky.social · 09/09/2025

Topological signal processing works! :P Check out out latest one out!

051

Reposted by Giovanni Petri

Andrea Santoro @andreasantoro.bsky.social · 09/09/2025

Latest work at #EUSIPCO25!🚀 We bring Topological Signal Processing to the brain 🧠 — showing that edge-based approaches outperform classical GSP in task decoding. Great collab with M.Nurisso & @lordgrilo.bsky.social 🙌 Paper 👉 eusipco2025.org/wp-content/u... #Neuroimaging #SignalProcessing #TSP

052

Giovanni Petri @lordgrilo.bsky.social · 09/09/2025

Next week (on the 15th and 16th), with @yasserroudi.bsky.social and Federico Turkheimer we will organize a workshop on the "The Topology of Human and Synthetic Minds" Please do join us! (Registration is free but required for access/catering!) lordgrilo.github.io/topology-nat...

lordgrilo.github.io

The Topology of Human and Synthetic Minds - Workshop

088

Reposted by Giovanni Petri

BeyondTheEdge @beyondtheedge.network · 08/09/2025

BeyondTheEdge at the School of Complexity on "Higher-order interactions: mechanisms, behaviors, and networks" by our own @lordgrilo.bsky.social and @gin-bianconi.bsky.social with @aliceschwarze.bsky.social, @danielemarinazzo.bsky.social. Great perspectives! www.beyondtheedge.network/articles/bey...

beyondtheedge.network

BeyondTheEdge goes to Sicily

BeyondTheEdge researchers participated in the School of Complexity on

075

Giovanni Petri @lordgrilo.bsky.social · 02/09/2025

Rosemary Braun introducing organization in time of complex systems, with a really good slide. Love it.

061

Giovanni Petri @lordgrilo.bsky.social · 01/09/2025

👇👇👇👇👇👇👇👇👇👇👇

010

Reposted by Giovanni Petri

NPlab @nplab.bsky.social · 01/09/2025

Lots of NPL at @ConfCompSys 2025. Thread below!

195

Reposted by Giovanni Petri

Iacopo Iacopini @iaciac.bsky.social · 23/07/2025

The #CRAB2025 🦀 programme is out! Join us in Siena on Sept 3 at #CCS25 for the 2nd edition of the Complexity Research in Animal Behaviour satellite 🐜🐦🦋🐳🐙🐝 🧑‍🏫 Invited talks by S. Melillo & P. Bartashevich Full programme: sites.google.com/view/crab202... @jbbrask.bsky.social @saraneven.bsky.social

sites.google.com

CRAB2025

Complexity Research in Animal Behaviour Satellite @ CCS 2025 - Siena, 3 September 2025 Animal groups can be considered as complex systems of interacting entities (the individuals). The collective beha...

0176

Reposted by Giovanni Petri

Network Science Institute @nunetsi.bsky.social · 21/07/2025

Two new labs at the Network Science Institute! NET Lab in #Boston explores team networks advance the frontier of science. BRAN Lab in #London studies behavior & mental health through brain, social, and environmental dynamics. 🔗 Learn more: #NetLab bit.ly/46SqOv6 #BranLab bit.ly/4f13hu9

1164

Giovanni Petri @lordgrilo.bsky.social · 07/07/2025

So it begins. Late and with screen problems but it does 🤓🤓 😂😂#cns2025

040

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

This balance between redundancy and synergy, woven into each person’s unique topological scaffold, may offer a new lens on individual variability, and a powerful pathway for identifying cognitive or clinical biomarkers. 9/n

121

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

Third: most intriguingly, we found that the scaffold's structure dictates its information flow. The borders of loops handle redundant information, while the connections spanning these loops exhibit high synergy. It's a beautiful metaphor: integration happens within the voids. 8/n

221

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

Second, while FC fingerprints often draw from features confined to particular brain networks, scaffolds gain their power from inter-network connections. In other words, identity seems to live in how different large-scale brain systems interact 7/n

121

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

First, scaffold-based fingerprints achieved near-perfect identification accuracy (~100%), outperforming FC-based methods (~90%). Even more 🤯, they remained robust across different preprocessing strategies, brain atlases, and dramatically shortened scan times. 6/n

121

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

We tested this approach on resting-state fMRI data from 100 unrelated individuals in the Human Connectome Project. The results were striking. 5/n

media.tenor.com

a basketball court with the word awesome on the bottom right

ALT: a basketball court with the word awesome on the bottom right

121

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

To better capture this richer structure, we use homological scaffolds. Picture incrementally building a brain network by adding connections in order of strength. As we do this, loops begin to form. The scaffold is made of all edges that participate in these mesoscale loops 4/n

121

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

Traditional approaches to brain fingerprinting typically rely on Functional Connectivity (FC), which measures pairwise correlations between brain regions. But brains don’t just operate in pairs—networks of regions interact in complex, higher-order ways that FC often misses. 3/n

121

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

We show that the topological structure of brain connectivity—, homological scaffolds—offers a powerful and highly robust way to identify individuals based on their functional brain organization. 2/n

131

Reposted by Giovanni Petri

Simone Poetto @poetz.bsky.social · 30/06/2025

Thrilled to finally share a huge piece of my PhD project! Our paper “The Topological Architecture of Brain Identity” is now out on bioRxiv: biorxiv.org/content/10.1... 🧵 1/n

1157