arn3n

For the people in the comments stating that this is just fluff for voters, that may be true. But consider that this memo has another target audience: Investors, Banks, and VCs.

I know that many people in those spaces are investing in AI precisely because they believe that should their AI investments fail, the industry will be bailed out by the federal government. Getting AI to be seen favorably by the administration and putting AI within civic government systems and inside defense contracts is a pretty big push towards that outcome.

The CFTC, since Trump, has become entirely corrupt. Note that the proliferation of sports gambling in prediction markets, which is explicitly illegal, largely exists because the CFTC refuses to enforce their own legal mandate against Kalshi and Polymarket.

It’s actually worse; when states try to shut down sports betting in prediction markets, the CFTC fights on behalf of Kalshi with the reasoning that only the federal government has the mandate to regular futures and prediction markets. And then they refuse to regulate!

The CFTC is supposed to have 5 chairs, with no more than 3 in the same party. The administration has gotten around this rule by simply removing 4 of the commissioners and then refusing to appoint replacements. In effect, the CFTC has only 1 republican chair and no opposite party representation. The level of corruption is staggering.

What kind of TUI library has a private alpha?

It’s actually really easy to make models that can predict “will the market move up or down in the next X microseconds” that score above 50% accuracy. It’s just that there are so many ways to do it that overfitting is practically guaranteed and most models don’t work when actually trading against the market, which reacts to you. Doing those trades well requires more understanding of the underlying mechanisms, not to mention access to data sources that the public simply doesn’t have.

Cool, thanks for the explanation!

The decision to default to the streaming engine is really interesting. My intuition is that this would be slower than other data frame operations that are more parallelizable with batch processing, because streaming engines necessarily process rows sequentially. Is my intuition off/am I overestimating how much auto-parallelization polars does?

I love these kinds of posts. Simple, fast, AI-free, and I learn something new.

I think you’ll also find that the best way to strongly pressure companies to do something is by law. The work that Right to Repair advocates have been doing across the industry is fantastic.

So be it!

Agreed! It’s a good post.

It was (my) main takeaway and I wanted it to be evident in the headline. I didn’t want to bury the lede; I’ll uneditorialize it because it seems it’s causing some fighting in the comments and I don’t really want to instigate anything, more just warn people using the distro. I don’t think it’ll reach the people who need to be warned if it’s not evident that there’s an issue from the start.

This a fascinating security write up. I had no idea the models were this capable for reverse engineering.

I heard CISA is getting defunded. I wonder if it'll become a common assumption for Americans that all their devices are just perpetually compromised.