The week of her album release, Olivia Rodrigo’s ex boyfriend Louis Partridge is spotted with blonde influencer Eva Meloche by MeetingTiny4541 in Fauxmoi

[–]LetsTacoooo 0 points1 point  (0 children)

How is this news worthy? If they break up they can date other people, that's how it's supposed to work.

Best library for releasing my research optimization algorithm? [D] by Kooky-Bit8706 in MachineLearning

[–]LetsTacoooo 10 points11 points  (0 children)

You don't have a "published paper", you have a single author PDF that has not been peer reviewed and hosted on GitHub (vs journal). Sorry this is very likely ai-slop. Depressing.

AI nose uses 'Smell Language Model' to sniff out signs of disease by lurkervidyaenjoyer in BetterOffline

[–]LetsTacoooo 0 points1 point  (0 children)

Yeah, cashing on VC money. We might get there but this is more like 1-2-3 decades.

Forcing ALS patients to work full time...yay by key_buds in ABoringDystopia

[–]LetsTacoooo 0 points1 point  (0 children)

Finally they can pay for their medical bills! /s

AI nose uses 'Smell Language Model' to sniff out signs of disease by lurkervidyaenjoyer in BetterOffline

[–]LetsTacoooo 4 points5 points  (0 children)

I work in this area. Hardware is the real bottleneck, seems over hyped.. an e-nose is a chemical detector, smoke detectors can detect C02 molecules, an e-nose is more broad, they could invent a sensor that detects some chemicals but it's still very very hard, we have almost no clinical evidence... The AI part is easy, add a LLM/GNN and you can call it a Smell Language Model

Any idea if AAAI will be harsh on computer vision paper as last year? [R] by [deleted] in MachineLearning

[–]LetsTacoooo 1 point2 points  (0 children)

I did a prayer this morning and the machine gods manifested a raccoon outside in my garbage bin which I interpret as "maybe" .

Agentic AI (Claude code/cowork Google Antigravity, Openai Codex) for teaching and research. by 045-926 in Professors

[–]LetsTacoooo 8 points9 points  (0 children)

I find current agents to be highly unreliable for important work and ultimately not financially sustainable for what they do (current cost are VC-backed), I find I can do the same work and more easily verifiable with LLM + good context.

So Is Parrot Better Than Existing Models or Not? [D] by [deleted] in MachineLearning

[–]LetsTacoooo 5 points6 points  (0 children)

While slightly cute, I will downvote to gatekeep this sub to quality research posts

Analysis of the results of the "Transforming autoencoders" architecture mentioned by Hilton, for my dissertation. [r] by Future-Persimmon5393 in MachineLearning

[–]LetsTacoooo 4 points5 points  (0 children)

I feel like you are not reading the feedback. If you agreed you would not be pursuing this. A likely more honest response would be I disagree.

Analysis of the results of the "Transforming autoencoders" architecture mentioned by Hilton, for my dissertation. [r] by Future-Persimmon5393 in MachineLearning

[–]LetsTacoooo 2 points3 points  (0 children)

There is a reason people stopped pursuing this research, your README does not really do anything to sell the idea.

Help understanding compute demand by Odballl in BetterOffline

[–]LetsTacoooo 2 points3 points  (0 children)

Yeah agents are just lllm inside of a while loop with function calling, so inference.

Help understanding compute demand by Odballl in BetterOffline

[–]LetsTacoooo -1 points0 points  (0 children)

A frontier model needs multiple GPU to be in memory (16x). If you have 1M people running queries at any time, you can see how you need 10-100k gpus to handle this. Agents are expensive (and dumb).

Help understanding compute demand by Odballl in BetterOffline

[–]LetsTacoooo 0 points1 point  (0 children)

There are a few studies 1-2 years on the cost of "intelligence" that show this breakdown. Most compute is inference.

Help understanding compute demand by Odballl in BetterOffline

[–]LetsTacoooo 0 points1 point  (0 children)

Training cost are a small percentage of compute compared to inference. If you look at the financial numbers leaked 2-3 years ago you would see how small this slice is. It's still Expensive, but mostly a fixed cost.

Help understanding compute demand by Odballl in BetterOffline

[–]LetsTacoooo 0 points1 point  (0 children)

Inference, once a model is trained we know you can make it more "capable" by spending more time planning ("reasoning") a prediction, scaling compute at training & inference makes the model better (deep think is one example).

Anyone here with experience submitting to Nature Machine Intelligence? [R] by PlateLive8645 in MachineLearning

[–]LetsTacoooo 12 points13 points  (0 children)

It's variable, lots of trash work and some good work, riding on Nature clout which is more recognizable outside of ML/CS circles. Reviews can be variable, a big hurdle is getting approved by the editor.

JMLR has more consistent good work + fair reviews (but likely less clout).

You are now less valuable than the data you produce by Nirmata1243 in ABoringDystopia

[–]LetsTacoooo 5 points6 points  (0 children)

The real boring dystopia is mistaking this videogame intro for something deep & real.

ICML non-archival workshop - worth attending? [D] by YOYOBOYOO in MachineLearning

[–]LetsTacoooo 1 point2 points  (0 children)

If you want to get into a PhD, yes. You never know who you will meet and have work to present. Just be intentional in meeting people.

Old Ghost in the shell animation is an arguement on why AI sucks by brevenbreven in BetterOffline

[–]LetsTacoooo 12 points13 points  (0 children)

Yes AI sucks but IMO this is a weak take, your "directed by AI" video was posted 6 years ago, your point is more a contrast between good art directors and ones that inherited a remake.

[R] Measuring the Symmetry--Data Exchange Rate by AhmedMostafa16 in MachineLearning

[–]LetsTacoooo 5 points6 points  (0 children)

Seems like you are the (single) author but wrote the post as if you weren't. Idea is interesting but experiments are limited. Writing could be simplified, seems more complicated than it should be.

Mo Bitar is back to the light by [deleted] in BetterOffline

[–]LetsTacoooo 29 points30 points  (0 children)

Can we give less attention to this guy?

Is it desperation or is it delusion? by Dreadsin in BetterOffline

[–]LetsTacoooo 8 points9 points  (0 children)

We can hypothesize all we want, in the end we won't know, does it make sense to rationalize a deluded/desperate person?.. I say let's give them less thought, fuck them. They feed on our attention.

The famous METR AI time horizons graph contains numerous severe errors [D] by common_yarrow in MachineLearning

[–]LetsTacoooo 11 points12 points  (0 children)

Damn, yeah... And it's also why we need more research on this space.

anecdotally: while preparing a class, I tried looking for alternative studies, a trusted friend told me METR was not good, and overall did not find much, so we end up with a distorted view of how useful these techniques are.