Alberto Cetoli's Avatar

Alberto Cetoli

@fractalego.bsky.social

Data scientist with an NLProc twist

221 Followers  |  1,303 Following  |  13 Posts  |  Joined: 05.11.2023  |  1.7922

Latest posts by fractalego.bsky.social on Bluesky

vibe physics
YouTube video by Angela Collier vibe physics

I watched this (youtu.be/TMoz3gSXBcY?...) on the abuse of LLMs & 'vibe physics' by @acollierastro.bsky.social - well worth a watch! - and I was struck by how the back 15 minutes (the 'thought train') also summed up neatly what it has been like to be a public-facing historian, even before LLMs.1/

25.07.2025 21:59 β€” πŸ‘ 885    πŸ” 182    πŸ’¬ 21    πŸ“Œ 43
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This thing now deserves its own name

06.03.2025 21:04 β€” πŸ‘ 6    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

The answer was not the point. The answer was never the point. The process of searching is the process of learning.

18.02.2025 01:48 β€” πŸ‘ 3379    πŸ” 655    πŸ’¬ 37    πŸ“Œ 113

Restarting an old routine "Daily Dose of Good Papers" together w @vaibhavadlakha.bsky.social

Sharing my notes and thoughts here 🧡

23.11.2024 00:04 β€” πŸ‘ 60    πŸ” 8    πŸ’¬ 5    πŸ“Œ 3
Opening the LLM pipeline | Manuel SΓ‘nchez HernΓ‘ndez My notes on a great tutorial at NeurIPS 2024 on how to build a Large Language Model, with many practical tips.

See my notes on the amazing #NeurIPS2024 tutorial on building LLMs by @kylelo.bsky.social , @akshitab.bsky.social and @natolambert.bsky.social

Practical tips, key takeaways, and insights all in one place! πŸš€

Dive in:
manuelsh.github.io/blog/2025/NI...

07.01.2025 13:46 β€” πŸ‘ 10    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
I am BEGGING you to watch PANTHEON
YouTube video by Johnny 2 Cellos I am BEGGING you to watch PANTHEON

A Netflix miniseries by my brilliant colleague Ken Liu – Pantheon- posits that AI – the current fad – will be superseded by UI – Uploaded human minds. Good writing, layered. With some of the nuance about uploading that are in Robin Hanson’s THE AGE OF EM.
www.youtube.com/watch?v=-diw...

07.01.2025 19:02 β€” πŸ‘ 53    πŸ” 14    πŸ’¬ 8    πŸ“Œ 3

The query above is a short one liner in Cypher but can be completely unreadable in SQL

17.12.2024 00:08 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Well in general finding people united by chain of relationships. For example, who are the doctors that assessed all the claimants that have the same solicitor as claimant 2

17.12.2024 00:06 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

It makes things easier, though of course almost anything can be built on top of a relational database

16.12.2024 23:57 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

One can efficiently build queries for next nearest neighbours of higher orders as well as match specific edges

16.12.2024 23:49 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

There's at least two steps: 1) find nodes with highest centrality score and tag them as :CENTRAL 2) match nearest neighbours. Step 1 can be accomplished by a plugin in neo4j. Step 2 could be something like MATCH (:CENTRAL)-[]->(nn) in neo4j Cypher.

16.12.2024 23:48 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Within fraud detection, graphs can quickly provide information about which actor is central to frauds, and who is near them. Graph-dbs allow for a large number of entities to be memorised and processed.

16.12.2024 22:50 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Thank you this is great to hear

26.11.2024 12:26 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
Fred Jelinek Seminar Series - YouTube Within the regular Linguistic Mondays, special space is reserved approx. 4 times per academic year for talks given by leading specialists in the field of com...

We do. Sooner or later, it will land on our YouTube channel www.youtube.com/playlist?lis...

26.11.2024 10:47 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

What a fantastic guest! Do you have recordings?

26.11.2024 09:53 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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We are honored to host Hans Kamp for a lecture on Mental State Representational Theory. His framework explores how beliefs and intentions shape communication and understandingβ€”a fascinating look at language and cognition! 🧠✨

26.11.2024 09:51 β€” πŸ‘ 9    πŸ” 2    πŸ’¬ 2    πŸ“Œ 0
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AI that mimics human problem solving is a big advance – but comes with new risks and problems Chain of thought reasoning has been used in OpenAI’s new AI model.

Check out this piece on Strawberry πŸ“/o1 we just authored on TheConversation! theconversation.com/ai-that-mimi... with @edoardo-ponti.bsky.social and Kolya πŸš€

26.11.2024 07:50 β€” πŸ‘ 7    πŸ” 4    πŸ’¬ 1    πŸ“Œ 0
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The Shift from Models to Compound AI Systems The BAIR Blog

Berkeley Artificial Intelligence makes the case for a general shift toward β€œcompound AI systems” that have multiple components interacting and augmenting each other. #MLSky πŸ€–

20.02.2024 11:38 β€” πŸ‘ 19    πŸ” 3    πŸ’¬ 3    πŸ“Œ 2

This reminds me a colleague from est Glasgow that pointed out he was technically "middle aged" at 27

31.01.2024 07:14 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
A swarmplot showing the difficulty of predicting the next three pages at different moments in The Hound of the Baskervilles. Prediction is more difficult at the ends of serial installments than at other kinds of chapter breaks, hinting at deliberately constructed cliffhangers.

A swarmplot showing the difficulty of predicting the next three pages at different moments in The Hound of the Baskervilles. Prediction is more difficult at the ends of serial installments than at other kinds of chapter breaks, hinting at deliberately constructed cliffhangers.

If we got this method to work, the payoff might be that we could measure uncertainty, and distant-read things like the history of the cliffhanger.

06.01.2024 14:35 β€” πŸ‘ 12    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
Iconic image of Mickey Mouse standing at the wheel of a steamboat.

Iconic image of Mickey Mouse standing at the wheel of a steamboat.

Welcome to the public domain, STEAMBOAT WILLIE (1928)! archive.org/details/Stea...

01.01.2024 06:43 β€” πŸ‘ 5793    πŸ” 1992    πŸ’¬ 56    πŸ“Œ 158

The hound of the Baskerville's was published in the strand originally. One can find the scanned pages here www.dfw-sherlock.org/uploads/3/7/...

24.12.2023 19:33 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I understand better now. I bet someone already made a corpus with the original installments

24.12.2023 19:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Sherlock Holmes collected stories are out of copyright. For example sherlock-holm.es/pdf/letter/1...

24.12.2023 19:19 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Zi Yin, Wei Ding, Jia Liu
Alignment is not sufficient to prevent large language models from generating harmful information: A psychoanalytic perspective. (arXiv:2311.08487v1 [cs.CL])
http://arxiv.org/abs/2311.08487

16.11.2023 09:00 β€” πŸ‘ 0    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image 05.11.2023 22:50 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

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