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Federico Adolfi

@fedeadolfi.bsky.social

Computation & Complexity | AI Interpretability | Meta-theory | Computational Cognitive Science https://fedeadolfi.github.io On the job market!

6,845 Followers  |  824 Following  |  704 Posts  |  Joined: 02.08.2023
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Posts by Federico Adolfi (@fedeadolfi.bsky.social)

After dislodging the meteorite fragments from the roofs, people sat the fragments at the kitchen table and gave them a speech about being late to deliver signs of the apocalypse

09.03.2026 10:36 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
An empty stage prepared for a jazz concert

An empty stage prepared for a jazz concert

I went to a really cool jazz concert a couple of days ago but no photos or recording of any kind were allowed during the performance so here you go, social media overlords #jazzsky

07.03.2026 19:25 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Screenshot from a chapter by Wimsatt reads: β€œA similar point is useful in the analysis of complexity: systems for which these different perspectives yield decompositions of the system into parts whose boundaries are not spatially coincident are properly regarded as more descriptively complex than systems whose decompositions under a set of perspectives are spatially coincident.”

Screenshot from a chapter by Wimsatt reads: β€œA similar point is useful in the analysis of complexity: systems for which these different perspectives yield decompositions of the system into parts whose boundaries are not spatially coincident are properly regarded as more descriptively complex than systems whose decompositions under a set of perspectives are spatially coincident.”

Meanwhile

07.03.2026 14:55 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

That’s very cool. Well give me a call if you ever need a…scientist who dreams of your exact academic unit πŸ˜‚

07.03.2026 14:44 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Everyday I dream about a genuinely interdisciplinary cogsci academic unit where you can spontaneously ambush anthropologists, archeologists, etc (besides comp sci, neuro, etc) to do quirky multidisciplinary projects

07.03.2026 14:10 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

Upcoming talk in the Theory of Interpretable AI seminar: Federico Adolfi frames interpretability in terms of computational complexity theory.

04.03.2026 14:14 β€” πŸ‘ 8    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Kid hits their sibling? Hit your spouse to show them how wait no don’t this I did not think this through

04.03.2026 10:36 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Me: I’m elated to announce my new suite of agentic LLMs fine-tuned to exhibit subtle behaviors that maximally elicit complex vicarious emotions in humans such as shame and embarrassment

Billionaire: I can help you grow with an initial investment ofβ€”

Me: I call it CrinGPT

B: get out

27.02.2026 17:02 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I’m gonna build a model that is so theory neutral that it cannot do anything. It’s so over for you scientists

27.02.2026 13:56 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

German: Information
English: gotcha, that’s information, next!
German: der die das den dem der des
English: get out

27.02.2026 11:55 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Yeah I get that. I guess specifically I’m confused about the unique contribution of reposting in the context of the multiplicity of feeds people are already exposed to. I get that I wouldn’t see a post if I’m not following the account and they are not on any of my feeds, but otherwise πŸ€·πŸ»β€β™‚οΈ

27.02.2026 11:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

The former: resposts in general πŸ˜…

27.02.2026 11:37 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Broadcasting my ignorance but I’m still not clear on what reposts are supposed to accomplish/contribute on this, the only site I’m on

27.02.2026 11:34 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Academics blueprinting: β€œ3 weeks ago my team and I embarked on what turned out to be the most important journey of my career. Have you ever wondered how the brain does behavior? In this thread I will reveal the answer. What you’re about to see may disturb you. But first, a word from our sponsor…”

26.02.2026 19:57 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

To take this to the limit, we note that for every Ξ΅-ssay there exists a Ξ΄-ebate.

25.02.2026 19:26 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

In this Ξ΅-ssay, I develop a kernel of an idea so diminishingly small that you’ve just read it

You’re welcome

25.02.2026 19:20 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I wanna say… BBS article by Pylyshyn (80s). How did I do?

25.02.2026 11:08 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Selfishly paging @mraginsky.bsky.social because I too would like to know the answer πŸ€“

24.02.2026 21:31 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Me: alright then, time to work on the abstract for my talk and ONLY the abstract for my talk until it’s done

Also me: *spends an hour working on a schematic for a single slide* Nailed it

22.02.2026 14:10 β€” πŸ‘ 7    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Thanks, currently recharging motivation and calories πŸ˜…

21.02.2026 18:57 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Lemon gooey butter cookies with powdered sugar on top

Lemon gooey butter cookies with powdered sugar on top

In this household we are generally self deprecating and also we celebrate rejections with dangerously delicious cookies

21.02.2026 18:52 β€” πŸ‘ 9    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I don’t know who needs to hear this but

*uncanny mouth noises*

20.02.2026 17:08 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

Oh hell no
Put. That. Shit. Back.

21.02.2026 10:25 β€” πŸ‘ 29    πŸ” 6    πŸ’¬ 3    πŸ“Œ 0

Oh hell no
Put. That. Shit. Back.

21.02.2026 10:25 β€” πŸ‘ 29    πŸ” 6    πŸ’¬ 3    πŸ“Œ 0

Got a little taste of that Academic Rejection yesterday and it already feels like a 27 year old unresolved trauma

20.02.2026 18:53 β€” πŸ‘ 7    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I don’t know who needs to hear this but

*uncanny mouth noises*

20.02.2026 17:08 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

Gotcha, yeah especially in ML where the significance of the details is largely unknown, and yet there’s a layer of wishful storytelling around them that goes forever untested

19.02.2026 19:51 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

The work above might seem quite technical but my super secret personal motivation for doing it has always been these deeper (philosophical, some might say) questions and how they impact other downstream concerns around scientific modeling and alignment

19.02.2026 18:37 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

One aspect I don’t see on your list or in the replies (& I’d be curious why, but I digress) is the issue of what it would mean for us to understand them; eg ability to *efficiently* answer a family of questions useful for description, explanation, prediction, control, as inπŸ‘‡
bsky.app/profile/fede...

19.02.2026 18:34 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Ha no I mean if you are saying you’re not interested in artificial systems, just natural organisms

19.02.2026 17:35 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0