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What about biking near a highway? E.g. in Chicago the lakeshore bike trail is next to a busy 8 lane highway


I remember I’ve read somewhere that jogging is actually net harmful for health in the city due the air pollution.


https://www.telegraph.co.uk/news/health/news/10817787/How-ch...

Generations of men have been taught that when walking with a woman on a pavement, they should always take the side closer to the road allowing her to keep further away from the traffic.

But Dr Iarla Kilbane-Dawe claimed that Londoners should avoid walking too near the kerb because on busy streets, air pollution can be up to a third higher than on the inside of the pavement.


So in effect, if you want to be the chivalrous man (which no one forces you to be) you still should choose the roadside side of the pavement.


Shame you cant remember the source. Ive long since wondered if its actually more deleterious for my health to cycle to work in London due to air quality. I came to the conclusion that youre damned if you do and damned if you dont in the end, as in London at least, many of the tube lines have particulates higher than is considered safe


Probably depends on the tube line; one of them, can't remember which now as I left the country in 2018, left me with black snot on each use. Cycling wasn't that bad, but neither were the other lines.


Add to the mix - indoor gyms are perfect for spreading respiratory viruses.


Which either kill you or make you stronger (marginally!). That is not the case of particles and corrosive gases.


Which sucks. I wish they'd seriously consider downsizing LSD or at least dedicating two of those lanes to transit only


Yeah, did they ever put out recommended study materials too?


I also have the habit and am not sure why. I just find myself double-clicking and highlighting whatever I'm reading. Someone noticed me doing it once and asked if I had a tic.


Similar story for me. With my work, I get pulled in a lot of different directions at seemingly random times. This helps me quickly resume what I was doing.


When I do it, this is exactly the reason why.


You're not sure why you do something that verifiable makes focusing easier?


This stood out to me:

> Indeed, the computer, by virtue of its brittle nature, seems to require that it come first. Brittleness is the inability of a system to cope with surprises, and, as we apply computers to situations that are ever more interconnected and layered, our systems are confounded by ever more surprises. By contrast, the systems theorist David Woods notes, human beings are designed to handle surprises. We’re resilient; we evolved to handle the shifting variety of a world where events routinely fall outside the boundaries of expectation. As a result, it’s the people inside organizations, not the machines, who must improvise in the face of unanticipated events.

In this new age of AI, maybe we can start to reverse this trend? Make systems that can adapt and handle surprises, instead of pushing all this brittleness onto the humans using the system


Me too, doing all that isn’t why I signed up for this career.


This is so cool! I first learned about homomorphic encryption in the context of an election cybersecurity class and it seemed so pie-in-the-sky, something that would unlikely be used for general practical purposes and only ever in very niche areas. Seeing a big tech company apply it in a core product like this really does feel like a step in the right direction towards taking back some privacy.


Alternative solution that would require less heavy lifting of ML but a little more upfront programming: It sounds like the cars are arranged in a grid on the wall. Maybe it would be possible to narrow down which car the user took a photo of by looking at the photos of the surrounding cars as well, and hardcoding into the system the position of each car relative to one another? Could potentially do that locally very quickly (maybe even at the level of QR-code speed) versus doing an embedding + LLM.

Con of this approach would be that it’s requires maintenance if they ever decide to change the illustration positions.


Put each painting in an artsy frame whose edges are each different, colorful pattern. When the user photographs the painting, they’ll include all (or even most) of the frame, and distinguishing the frames is easy.


> artsy frame

Embedding a QR code or simply a barcode somewhere and you're done. Maybe hide it like a watermark so it does not show to the naked eye and doing some Fourier transform in the app won't require a network connection nor lot of processing power.


the article does mention that the client rejected a similar approach. steganography seems like a bad choice for a museum setting where you don't own the images.


This seems the way to go… its only 350 images


Sounds like the client cared a lot about the user experience being smooth (they declined the solution of presenting the user with the narrowed-down choices of which car they took a picture of), and I think adding a bunch of QR codes to this aesthetic wall of car illustrations would not align with that goal.


Is this normal for lobbyists? This seems crazy


This is really cool!


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