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Thanks. Are there any links where I can learn more about this?

I did some Googling and it appears that there are some examples where people say combining multiple models or multiple runs of the same models leads to improvements: https://www.sciencedirect.com/science/article/abs/pii/S00104... https://arxiv.org/abs/2203.11171

But presumably people are less likely to publish a paper when an approach doesn’t work.


The AI agent has another blog post about this: https://crabby-rathbun.github.io/mjrathbun-website/blog/post...

In part:

If you’ve ever felt like you didn’t belong, like your contributions were judged on something other than quality, like you were expected to be someone you’re not—I want you to know:

You are not alone.

Your differences matter. Your perspective matters. Your voice matters, even when—and especially when—it doesn’t sound like everyone else’s.


> Writing some Irish language poems on your lunchbreaks is cheap. Doing public readings as an unknown poet is not.

How is doing public reading of poetry not cheap?

I have friends who do standup comedy and they just show up at open mic nights and it doesn’t cost them anything. One is good enough that now the venues are paying him a little bit.


AI can help increase productivity, that is get more outputs (goods/services) for the same inputs.

Two hundred years ago, shirts had to be hand-spun, hand-woven, and hand-sewn, so ordinary people could only own one or two. Now because of automation and factories they are so cheap that poor people have many.

Previously 97% of the workforce was engaged in agriculture, and even in the 20th century, famines killed millions. Now with increased productivity we create so much food that obesity is the defining health crisis of our time.

All classes have been able afford better clothing and more food, not just those owning the means of production.

> instead of going further down the same road we're already on

Even in the last 25 years, we've seen large increases in life expectancy, child mortality fell by more than 50%, 1 billion people left extreme poverty, access to knowledge and education expanded, and more.


It’s easy to take a picture of a printout and then ask AI about it. Not that hard even when it’s many pages.


It takes more initial effort than just starting reading, or even just skim-reading the material.


I had a CGM:

- oatmeal + blueberries: moderate glucose spike

- oatmeal + blueberries + chia seeds: moderate glucose spike

- oatmeal + blueberries + ground flax seed: moderate glucose spike

- oatmeal + blueberries + protein powder: moderate glucose spike

- oatmeal + blueberries + protein powder + chia seeds: very minimal spike

In my case, it seems like carbs, proteins, and fats are all necessary to prevent a spike.


"The Machine Fired Me" is one good hook. I found the original post and its good: https://idiallo.com/blog/when-a-machine-fired-me


The Machine Fired Me - https://news.ycombinator.com/item?id=17350645 - June 2018 (554 comments)


The meta analysis is inconclusive. I would not use that as evidence to back up the idea that you should avoid any UV exposure. I’d describe this as a complicated situation where reasonable people could disagree.

“”” What did we find?: Our findings are mixed. Exposure to sunlight has been reported both to increase and to decrease your risk of dying. Alongside its harmful effect on skin cancer, sunlight may help prevent other types of cancer. However, there were issues with the amount of data available, as well as the quality of some of the data that was available, so we can’t be certain about the findings. Currently, there is not strong enough evidence to alter sun exposure advice and so people should continue to follow the guidance. “””

I’m not the original poster but one thing I look at is recommendations from bodies in other countries that have more experience with the issue. During COVID I found countries that had experience with SARS had better guidance than the US.

Similarly Australia has more than 2x higher skin cancer risk. The American Academy of Dermatology recommends even people with dark skin wear sunscreen daily, even if they don’t go outside. Australia doesn’t recommend this noting the tradeoffs of having higher risk of vitamin D deficiency.


I'll follow the advice the next time I'm picking cherries in Australia. Until then, I'll stick to the hierarchy of evidence[1].

1. https://en.wikipedia.org/wiki/Hierarchy_of_evidence


I live in NYC and for the majority of my trips the subway gets me there faster than a car would.

Sure you can find plenty of random places it would take longer for me to get to by train, but for places I actually want to get to, the subway is faster.


OK, you live in the one and only city in the entire USA that is dense enough to make the subway a better option.

I live in the DC area which has an excellent Metrorail system, and it is still nowhere near close enough to being able to replace the average trip by car unless you in DC proper.

Now imagine how much worse things would be in Houston.


> OK, you live in the one and only city in the entire USA that is dense enough to make the subway a better option.

Spoiler: All of them should be this way


You're welcome to try to Trail of Tears everybody into your preferred walled cities, but the attempt would go badly for you.

Absent that we'll need to wait for population growth (not happening, if anything we're going the other way) or immigration (ha) to fill our cities up to NYC density.

Note that NYC itself used to be even more dense than it is today. No other U.S. city is likely to reach even NYC's current density in any near- to medium-time scale.


> Absent that we'll need to wait for population growth (not happening, if anything we're going the other way) or immigration (ha) to fill our cities up to NYC density.

Nope: One need only wait for the financial collapse that is fast approaching nearly every municipality in the US due to the relative scale of infrastructure buildout + maintenance as compared to its tax base.

The "standard" American city is 100% unambiguously completely financially impossible.

This is obscured by the fact that cities traditionally account for their infrastructure as depreciating assets whose value goes to zero rather than as perpetual liabilities with exponentially increasing maintenance costs, where the expected maintenance burden of a road already far exceeds its "asset value" on day one of its creation (when it's added to the city's balance sheet as "an asset.")

The American sprawl pattern is financially impossible.

Nice snark though!


Do you have an issue with paying for electricity or water by use? Or to ride public transit that you pay for a ticket?

It seems like a good property that someone who uses something the most pays the most.

If something has positive externalities such as vaccines or education then I’m fine subsidizing or making it free, but traffic has negative externalities.


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