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pvillano commented on Weighting an average to minimize variance   johndcook.com/blog/2025/1... · Posted by u/ibobev
pvillano · a month ago
What's the goal of this article?

There exists a problem in real life that you can solve in the simple case, and invoke a theorem in the general case.

Sure, it's unintuitive that I shouldn't go all in on the smallest variance choice. That's a great start. But, learning the formula and a proof doesn't update that bad intuition. How can I get a generalizable feel for these types of problems? Is there a more satisfying "why" than "because the math works out"? Does anyone else find it much easier to criticize others than themselves and wants to proofread my next blog post?

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pvillano commented on Hiring a developer as a small indie studio in 2025   ballardgames.com/tales/hi... · Posted by u/jordigh
pvillano · a month ago
This aligns closely with the hiring practices I learned in Industrial and Organizational Psychology. The only thing missing is to have structured interviews to reduce interviewer bias.

The best predictors of job performance are a simulation of the job and past performance. This is not new research or a secret.

pvillano commented on Criticisms of “The Body Keeps the Score”   josepheverettwil.substack... · Posted by u/adityaathalye
pvillano · 2 months ago
Pop-trauma allows people to continue to believe "dreams can be achieved through hard work" while not blaming themselves for not achieving their dreams.

The reason I'm not living the dream could be that it's impossible, or I haven't tried hard enough. I don't want to believe either of those. I'd rather believe that something happened to me in my past that rewired my brain to stifle my full potential. Then I could still hope to someday achieve my dreams, while not doing anything to progress towards them.

It's not popular because it's right. It's popular because it's so, so appealing.

pvillano commented on Pixnapping Attack   pixnapping.com/... · Posted by u/kevcampb
myfonj · 2 months ago
> I am an app developer. How do I protect my users? > We are not aware of mitigation strategies to protect apps against Pixnapping. If you have any insights into mitigations, please let us know and we will update this section.

IDK, I think there are obvious low-hanging attempts [0] such as: do not display secret codes in stable position on screen? Hide it when in background? Move it around to make timing attacks difficult? Change colours and contrast (over time)? Static noise around? Do not show it whole at the time (not necessarily so that user could observe it: just blink parts of it in and out maybe)? Admittedly, all of this will harm UX more or less, but in naïve theory should significantly raise demands for the attacker.

[0] Provided the target of the secret stealing is not in fact some system static raster snapshot containing the secret, cached for task switcher or something like that.

pvillano commented on Video models are zero-shot learners and reasoners   video-zero-shot.github.io... · Posted by u/meetpateltech
pvillano · 3 months ago
To train an AI to solve problems, you train it extrapolate the future from a starting state of having a problem and the intention to solve the it.

So much falls out of that reframing.

pvillano · 3 months ago
Training is first done as a general predictive model: situation => result

Then it's fine-tuned on: situation + intent => action => result

pvillano commented on Video models are zero-shot learners and reasoners   video-zero-shot.github.io... · Posted by u/meetpateltech
pvillano · 3 months ago
To train an AI to solve problems, you train it extrapolate the future from a starting state of having a problem and the intention to solve the it.

So much falls out of that reframing.

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pvillano commented on Caches: LRU vs. Random   danluu.com/2choices-evict... · Posted by u/gslin
pvillano · 5 months ago
The idea of using randomness to extend cliffs really tickles my brain.

Consider repeatedly looping through n+1 objects when only n fit in cache. In that case LRU misses/evicts on every lookup! Your cache is useless and performance falls of a cliff! 2-random turns that performance cliff into a gentle slope with a long tail(?)

I bet this effect happens when people try to be smart and loop through n items, but have too much additional data to fit in registers.

u/pvillano

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