22 karma · joined January 6, 2022
IPhone didn't support 100s of languages in the first few years.
The author is either entitled or resentful; neither helps.
This company is doing the reverse, putting self driving tech in vacuum bot...
This is an American company I believe considering they are taking privacy seriously
Has anyone heard about them? It apparently offers complete privacy by doing all computes on device.
This idea improves the scaling from linear in dimension to logarithmic when very little loss using ideas from multi-arm bandits
Every new technology initially has its own shortcut comings.
Steve jobs in his inaugural iPhone launch, used four different phones because each phone was capable of only one feature.
Whereas comma is taking the right approach of a nimble team, iterate fast and ship a working product (even if not L4-5), get cash flow, next milestone.
1. You want to calculate the l2-nearest neighbor to y from a set of x1, x2, ... xn. Where each point is a d-dimensional vector.
2. Naive approach will take O(nd) computations. For very large d, say 1e4, this is very expensive
Multi-arm bandits idea:
3. Estimate the distance of y to each point (xi) by sampling only along log(d) dimensions.
4. Keep the nearest n/2 points (throw away the rest)
5. Repeat step 3 and 4 until you have one point left
6. The total run time = nlog(d) + nlog(d)/2 + nlog(d)/4.... = O (nlog(d)log(n))
This is a huge improvement over O(nd) for large d (which is usually the case today)
This paper (https://ar5iv.org/abs/1805.08321) from Stanford pioneered this idea for nearest neighbors and many such household problems. It also theoretically proves that the above approach gives the right answer and empirically gets huge (100x) speed boost on large datasets.
The k-medoid paper is based off of this work :)
You always keep your foot on the brakes in case someone is drunk driving on the road. At the same time, you'll try to fix those issues via legislation (DUI) and technology
My point was that the existing tools and infra was enough for svb customers to secure themselves. At a high level, they didn't bother getting an insurance and now they beg for bailout.
Until the law changes, you have to look out for yourself and not beg for bailout. Also, this is not complex since software takes care of it behind the scenes. Our company did it from day 1.
Also more than half of deposits by volume are FDIC insured so the system can handle the whole volume if the customers choose to do so
Food problems (famine etc) in the modern world is not because of lack of food. It's because of human errors (policies, logistics)
Asking depositors to do the due deligence is a strawman.
Meta is not breaking any legal law circa 2023, but history will bucket it along with asbestos/cigarette businesses
Dvc is the best tool (I found) inspite of being dead slow and complex (trying to do many things).
What alternatives would you recommend?