Using the tools of interpretability, we give an unprecedented look into the rich visual concepts that exist within the weights of CLIP. Within CLIP, we discover high-level concepts that span a large subset of the human visual lexicon—geographical regions, facial expressions, religious iconography, famous people and more. By probing what each neuron affects downstream, we can get a glimpse into how CLIP performs its classification.
all the gnashing of teeth about china overlooks a very awkward data point: the number of US companies that can compete with china can be counted on 1 hand, and most of them are run by elon musk. good for him, but terrible for the US and its infuriating complacency.
If Tesla meets or exceeds Battery Day 2030 goals then Tesla (and the USA) will have the dominant share of future lithium battery production. If Tesla broadly misses the Battery Day goals then China will maintain 70% share of the world lithium battery market.
Many in the space industry will talk up Blue Origin or United Launch Alliance as competitors for the future of Space. This makes no sense.
TikTok took a lot of friction out of generating your own content, even though it is super derivative, and kind of dumb.
TikTok launches seemingly a new video effect or filter every week. I regularly log in and see creators using some filter I’ve never heard of, and some of them are just flat out bonkers. What creators can accomplish with some of these filters I can’t even fathom how I’d replicate in something like the Adobe Creative Suite.
In plain sight, the MTA is skirting its accessibility requirements and commitments — ones they already made in the past — and misappropriating already-committed funds.
Lawyers are fond of this. And sometimes, parents are too. At least you won’t get blamed if something goes wrong. It turns out that we don’t need an abundance of caution. We need appropriate caution. They’re different things. Abundant caution is wasted.
75% chance that there will be a new wave peaking in March or April, with a peak at least half again as high as the preceding trough.
66% chance that sometime this year, the South African and Brazilian strains – or other new strains with similar dynamics – will be a majority of coronavirus cases in the US.
55% chance that later, when we have great evidence on this, we’ll find that P/M, Novavax, AZ, and J&J all cut deaths from all extant strains by at least 80%.
60% chance that in 2022, public health officials recommend that you get “your yearly COVID shot”, even if you have previously been vaccinated against COVID
90% chance that on an average day in mid-2022, on an average street in the SF Bay Area, fewer than 10% of people will be wearing face masks.
50% chance that sometime in 2021, the FDA grants a pharmaceutical company general approval for coronavirus vaccines which can adapt to changing virus strains without going through the entire FDA approval process again, and that whatever fast-track lane they get takes less than 3 months between creating the vaccine and it being approved for general use.
Last August, Citigroup Inc. wired $900M to some hedge funds by accident. Then it sent a note to the hedge funds saying, oops, sorry about that, please send us the money back. Some did. Others preferred to keep the money. Citi sued them. Yesterday Citi lost, and they got to keep the money. I read the opinion, expecting to learn about the New York legal doctrine of finders keepers—more technically, the “discharge-for-value defense”—and I was not disappointed. But I was also treated to a gothic horror story about software design. I had nightmares all night about checking the wrong boxes on the computer.
See, the “don’t actually send the money” box next to “PRINCIPAL” is checked, but that doesn’t do anything, you have to check 2 other boxes to make it not actually send the money.
In much of San Francisco, you can’t walk 6m without seeing a multicolored sign declaring that Black lives matter, kindness is everything and no human being is illegal. Those signs sit in yards zoned for single families, in communities that organize against efforts to add the new homes that would bring those values closer to reality. Poorer families — disproportionately nonwhite and immigrant — are pushed into long commutes, overcrowded housing and homelessness. There is a danger — not just in California, but everywhere — that politics becomes an aesthetic rather than a program. It’s a danger on the right, where Donald Trump modeled a presidency that cared more about retweets than bills. But it’s also a danger on the left, where the symbols of progressivism are often preferred to the sacrifices and risks those ideals demand. California, as the biggest state in the nation, and 1 where Democrats hold total control of the government, carries a special burden. If progressivism cannot work here, why should the country believe it can work anywhere else?
this perfectly describes NYC too. most politics is this kind of tedious and harmful cosplay.