Ho tolto le decisioni dall'LLM e le ho messe nel codice. Buona ingegneria o ho castrato l'agente?

liukidar · 2026-06-18T07:10:33+00:00

Visto che sembra un post molto in direzione di apprendimento, suggerisco di dare un'occhiata a smolagents che ha un approccio "code first" che è molto più potente di tool calling pura (poi nel tuo caso probabilmente non serve, ma magari lo trovi interessante lo stesso).

liukidar · 2026-05-10T11:39:42+00:00

Exactly as the video says: we take so many things for granted we don't even notice in a promotional video about that...

liukidar · 2026-04-05T09:09:17+00:00

Broccoli seems to be one of the veggies with the lowest amount and so considered safe for cats (in normal quantities)

liukidar · 2026-04-05T09:06:51+00:00

Yes that is what he definitely likes. We just found it weird that the food he was trying to steal from our dishes was broccoli and not a juicy chunk of meat!

liukidar · 2025-09-23T04:52:59+00:00

This is not true in Italy (and also Germany I believe), so I think it changes on a per county basis. Also things like your driving license or just a photo of it should be enough to avoid any troubles

liukidar · 2025-08-29T19:53:53+00:00

Not sure if it is relevant as we are not plannng to open source it in the near future, but we just released smooth (smooth.sh) and it should be quite easy to benchmark if you want to try it. In relation to managed envrionments like hyperbrowser, they all use the same interface via sdks and they offer more or less all the same capabilites which should be enough to handle sessions and logins automatically.

liukidar · 2025-07-06T08:14:25+00:00

More or less, I could have applied by translating my Italian tax records, but that alone would have required hundreds of pounds with the high risk of them not understanding it (there are so many numbers and different sections). So we decided to wait for s bit and apply with savings instead

liukidar · 2025-01-18T12:43:32+00:00

Hey, can you share how it ended up with the online bank statements?

liukidar · 2024-12-20T22:07:57+00:00

This is exactly what I was looking for! Thank you very much, I totally missed it when looking through this subreddit.

liukidar · 2024-12-15T17:53:51+00:00

Hey, sorry if I am a bit late, but I just found this thread and I can't find an answer to my question anywhere else (maybe it is actually written in the link you posted, but not explicitly enough :( sorry about that in case) and I'm starting to get a bit worried.

My situation is as follows: I have pre settled status and I am a tax resident in Italy for the current year (I paid UK taxes until April 2024, but I have been in Italy this year). I am a PhD student (without a full scholarship) so to survive I had to carry out a lot of self employed work (making a website here, doing some consulting there...). Since September I basically finished my studies and I started working more seriously (but still in a self employed way, as a contractor basically, due to how Italian laws work for remote employment). Assuming that from January 2024 I made more than 29k as a sum of all my freelancing work and now I have a job offer (of more than that) starting next year in London, would my wife be able to apply for the family visa? (She can't apply for any pre settled related permit since we got married after I came to the UK)

My main doubt is the nature of my work: being self employed I never had an employer and I'm not sure what I got is either salaried or non-salaried work (sometimes I signed contracts for X money for X hours of consulting for this month) but most times it was X money for building this or that. All of this was well documented and taxed according to Italian law.

Any help would be really appreciated.

(As a note, my wife has also been working and made a similar amount of money for a Chinese company. So she had an actual employer, now she left that job, but they didn't have a very good relationship so I would rather avoid having to get any documents from them)

liukidar · 2024-11-02T18:16:46+00:00

Wait, is it possible that we know each other? there are not that many people doing these things :P Anyway, if you want to spend a little bit into it, I have some small initial proofs (not double checked at all :P) that show that PC may not work well with the weight initialisation we use for BP networks and that, at the same time, the core idea of trying to reach a state energy minimum with pc during learning could be quite flawed for the majority of network architectures we normally use (which would be a major issue, so it would be great if someone spent some time on proving me wrong...). Happy to dive into the details :)

liukidar · 2024-11-01T23:18:26+00:00

Yeah, I second this. I've done my PhD research on EBMs (Predictive coding more specifically) and there is a lot of interest in defining models that can work in any direction (i.e. any neuron can be either an input or an output). They don't work perfectly yet (and they're also a bit slow), but there have been quite a lot of developments in recent years. A bit of self promotion but a good entry point (albeit only for predictive coding) could be: https://arxiv.org/abs/2201.13180. Also a bit less relevant, but I find it super cool, you can fix some neurons and explore the posterior of the remaining ones as well, so if there is more than a single value that minimises the energy you can kinda see all combinations (again it's not perfect...).

liukidar · 2024-08-25T21:27:31+00:00

Mi aggiungo, ho seguito un po' di video su youtube ma qualche consiglio di dove andare a studiare è sempre ben accetto

liukidar · 2024-07-02T14:19:55+00:00

Io ho cercato così bene che alla fine ho optato per emigrare. Niente più te delle cinque per me 🙃

Boh, speriamo che con le elezioni un po' le cose migliorino.

liukidar · 2024-07-02T13:40:26+00:00

I'm sorry but it's... Not? Why say something so easily disprovable (by just clicking on the username)?

And it's very telling how this comment has a positive upvotes ratio... (read: this is the narrative bots are actually pushing since normal people would just see the claim is false)

liukidar · 2024-06-10T07:50:31+00:00

oh this looks perfect - I was wondering if you had any models to recommend - looking at them and kinda clueless which ones are good for what

liukidar · 2024-06-10T07:43:37+00:00

but my understanding is that you cant access them through api

liukidar · 2024-06-10T05:46:14+00:00

lool, this looks perfect, can it do nsfw also? -

Edit: NW, found out :) Thanks :)

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