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Luigi Petrucco

@vigji

Hic sunt neurones! Spikes exegete at IIT (Italy) πŸ§ πŸ¦—πŸ”¬| Former zebrafishologist 🎣🧭 | Open science/software πŸ’» | he/him

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21.09.2023
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Latest posts by Luigi Petrucco @vigji

Of course it will! And then evolve immunity for it, and then attackers finding more vulnerabilities, and more immunity evolves back! It is the red queen effect, and it has already existed in software evolution, just until now at much longer timescales :)

07.03.2026 15:34 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

And definitively much more on phenotype testing than on upfront specifications

07.03.2026 15:32 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I am no CS so won't have great takes on feasibility. But I do get the feeling that the idea of a whole population of deployments and continuous evolution from each, plus any kind of adversarial selection mechanisms will emerge

07.03.2026 15:31 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
The Messiest Codebase in the Universe (so far) β€” Luigi Petrucco How I learned to stop worrying and love vibecoding.

My two cents: we definitively go toward understand nothing, and we handle complexity the same way we have dealing with biology without understanding it for centuries: vigji.github.io/blog/the-mes...

07.03.2026 14:06 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 1
The Messiest Codebase in the Universe (so far) β€” Luigi Petrucco How I learned to stop worrying and love vibecoding.

After some months of daily Cursor/Claude usage, I have put in writing my main take home message: with vibecoding, software development will probably start sounding familiar to most evolutionary biologists: vigji.github.io/blog/the-mes...

06.03.2026 15:47 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The Platonic Representation Hypothesis We argue that representations in AI models, particularly deep networks, are converging. First, we survey many examples of convergence in the literature: over time and across multiple domains, the ways...

It feels like you are almost referring to this and you might know, but since it was not linked in the post arxiv.org/abs/2405.07987

26.09.2025 05:45 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

As in you were convinced by other s arguments or you just lost any hope about fighting that battle?

10.08.2025 05:32 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - drathier/stack-overflow-import: Import arbitrary code from Stack Overflow as Python modules. Import arbitrary code from Stack Overflow as Python modules. - drathier/stack-overflow-import

I just realised this 10 yo library was a visionary anticipation of coding with LLMs github.com/drathier/sta...

22.07.2025 07:42 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Can't recommend this highly enough! It's the one and only life changing neuroscience school I've attended in my life. Amazing community of organizers, interesting speakers, in depth discussions, incredibly warm vibes. Apply!!!

18.07.2025 09:57 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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And so our Decoding the Brain workshop is over! Thank you for three days of engaging discussions; we hope that you will come back home with new ideas and new confusions!

05.06.2025 20:16 πŸ‘ 9 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Anyone following the flame sparked by this post might be interested in our upcoming workshop: challenging neuroscience people on their idea of representations:

nenckiopenlab.org/decoding/

There will be plenty of time and space to elaborate and exchange ideas beyond 300 chars lim!

01.05.2025 19:41 πŸ‘ 6 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Meaning that there are sub-populations of neurons sending projections to different combinations of brain regions?

01.05.2025 19:34 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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We are super happy to announce the third Workshop of Ideas in Neuroscience! We will once again look critically at assumptions of modern neuroscience: what does it mean that the brain encodes information? Is this a useful approach, or a metaphor that blurs our vision?

24.04.2025 18:44 πŸ‘ 47 πŸ” 20 πŸ’¬ 2 πŸ“Œ 3
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We are happy to announce a next workshop by @cam-openlab.bsky.social! This time you can learn everything you need to know about electronics to know your equipment better, improve your setup and get a deeper understanding of the processes you are studying! nenckiopenlab.org/electronics-...

12.03.2025 10:03 πŸ‘ 13 πŸ” 7 πŸ’¬ 0 πŸ“Œ 1
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Wild and free: Understanding animal behavior beyond the lab Technological advancements have made it possible to study animals in more natural settings, but researchers are debating what that really means and whether natural is always better.

The workshop was actually featured on @thetransmitter.bsky.social in a piece by @shaena.bsky.social! www.thetransmitter.org/animal-behav...

05.03.2025 21:58 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Check out our preprint where we take a deep dive into the super-trendy concept of "naturalistic behavior" and ponder: how much naturalistic do we want our experiments to be?

05.03.2025 13:15 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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GPT training is soooo 2024

19.02.2025 13:46 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Ignorant about ASMR, I asked GPT for explanation. LOL (it later apologised for the confusion after actual fact checking :D)

19.02.2025 13:24 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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What's Happening Inside the NIH and NSF

good post
www.science.org/content/blog...

05.02.2025 05:03 πŸ‘ 54 πŸ” 24 πŸ’¬ 0 πŸ“Œ 7

Maybe a good time to remember that mice have tiny hyperconnected brains. An estimated 97% of all possible connections between brain areas exist in mice, vs ~62% in macaques and marmosets.

No wonder everything is everywhere in mice, they have all-to-all connectivity!

doi.org/10.1093/cerc...

11.01.2025 16:37 πŸ‘ 85 πŸ” 27 πŸ’¬ 2 πŸ“Œ 3

After a horrible parenting night, I dreamed this morning that I was keeping track of my son's wake-ups and night feedings using xarrays in #Python. Somehow, this gave me a reassuring sense of structure amidst the unstructured chaos - I knew how to access data easily πŸ˜…

@xarray.bsky.social

08.12.2024 09:54 πŸ‘ 6 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

"I published my paper on biorxiv and now I'm hoping to get it advertised in Nature"

This may seem like a diss, but 'is the exposure you get from Nature worth 10k?' has a different answer than 'is it worth paying 10k to publish a PDF online?' (which was always a strawman)

30.11.2024 02:22 πŸ‘ 31 πŸ” 6 πŸ’¬ 2 πŸ“Œ 1

Fully agree. Too bad Italy officially relies on it for any kind of public evaluation-calls for post-graduate positions at universities, habilitation to professorship, etc. This (Italian system) is incredibly frustrating, but seemingly not enough for a critical mass of scientists to protest the rules

30.11.2024 20:40 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Although we don’t want this fight now, if we have to have it we will. We have all the funders/unis/institutes on our side. Elife papers will be treated just the same as before. And maybe we can collectively put a dent in Clarivate’s business model.

30.11.2024 07:17 πŸ‘ 58 πŸ” 18 πŸ’¬ 3 πŸ“Œ 2

A writeup of my thesis on heading direction circuits in the #zebrafish #brain! If you want to read more: edoc.ub.uni-muenchen.de/31211/1/Petr...

#neuroscience #OpenAccess

29.11.2024 20:10 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

I'm former zebrafishology PhD in Portugues lab - early career, if that still counts to be here (still doing some zebrafish stuff with them)

20.11.2024 08:23 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

β€œβ€œnaturalistic behavior” isn’t necessarily an ideal to strive for in all situations. Researchers need to be using the best methods for their specific research questions and not just get distracted by fancy new technology” says @vigji.bsky.social in this insightful article. Well said.

23.03.2024 04:37 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

A beautiful piece featuring the unconventional "Rethinking Naturalistic Behavior" workshop we organised in the Dolomites with the @openlab.bsky.social. We need more such occasions for this kind of debates!

Thanks @thetransmitter.bsky.social @shaena.bsky.social for giving it space!

20.03.2024 16:34 πŸ‘ 3 πŸ” 1 πŸ’¬ 2 πŸ“Œ 0

A mind-boggling opportunity for everyone who want to think deeper and broader about neuroscience!

Apply to this wonderful school and enter the multi level marketing scheme of the Nencki Open Lab!

23.02.2024 10:07 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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🚨#ComplexityThoughts short essay: Phantom oscillations in your data?

Relevant for data science in general, emerged from a discussion about #Neuroscience applications.

Not yet subscribed? It's never too late, and it's 100% free.

#ComplexSystems

open.substack.com/pub/manlius/...

10.02.2024 17:37 πŸ‘ 5 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0