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It reminded me of Operation Neptune (1991): each level starts with just one channel, probably percussion, and as you progress through the rooms it adds and removes more channels or sometimes switches to a different section of music. It is unfortunately all sharp cuts, no attempts at smoothing or timing instrument entry and exit. A couple of samples: https://www.youtube.com/watch?v=S0LNaatyoQk is an hour of gameplay revelling in “the dynamic and sometimes beautiful music of Operation Neptune” using a Roland MT-32 MIDI synthesiser; and https://www.youtube.com/watch?v=wPxEdQ4wx9s&list=PL3FC048B13... is the PCM files used on some platforms (if you want to compare that track with the MT-32, it starts at 28 minutes).
That kind of reflexivity has powered past bubbles. George Soros’ reflexivity thesis applies: rising prices attract more investment, which inflates prices further, until reality forces a reset. If many AI-related companies can’t quickly deliver expected growth, the eventual correction could be sharp.
In short: hype begets cash, cash begets price, price begets more hype, and at that point, we’re no longer betting on value, we’re betting on the belief itself.
https://www.amazon.com/Lie-Groups-Introduction-Graduate-Math...
and
https://bookstore.ams.org/text-13
My friends were all putnam nerds in college and I was not, and I assumed this math was all beyond me, but once you get the linear algebra down it's great!
https://d1gesto.blogspot.com/2025/11/math-education-what-if-...
My concerns about this are that it will lead to
(a) normalising people uploading identification documents and hence lead to people becoming victims of scams. This won't be just kids - scammers will be challenging all kinds of people including vulnerable elderly people saying "this is why we need your id". People are going to lose their entire life savings because of this law.
(b) a small fraction of kids branching off into fringe networks that are off the radar and will take them to very dark places very quickly.
Because it's politically unattractive, I don't think enough attention has been given to the harms that will flow from these laws.
But I also think some of the consequences you fear (widespread scams, a mass shift to “dark” networks, extreme social isolation) are not guaranteed. They will depend heavily on how the law is implemented, how platforms handle age verification, and what healthy social alternatives (offline or moderated) are offered. I do believe it’s possible to design a safe system.
Personally, having seen many dire predictions fail to materialize in the past, I don’t view this as either a “clear net benefit” or an “inevitable disaster,” but rather as a social experiment with real potential for success as well as serious unintended consequences.
I support the Australian law and would like to see something similar in my own country. We can’t simply assume an invisible hand will resolve this issue for the better. Still, it’s worth watching closely and following the empirical data over the coming months.