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I hard disagree with your assertion that moving to more secure encryption isn't difficult. It is insanely difficult, especially at global scale.

Have an upvote. I have landlines for my kids. It was fun for about two weeks, then they had friends with FaceTime and you’re not able to compete with real time video conferencing.

I’ve also seen along those lines “there is no compression algorithm for experience” - a nice summary of the hn posts from today.

It seems overly pessimistic about education. Book learning isn't everything, but a physics textbook could be seen as the compression of centuries of experience.

Book learning to me seems like a compression of knowledge that had to be acquired through many years of experimentation and observation. But knowledge is not an experience itself.

Take juggling for example - something that was on HN homepage last week. You can learn everything you need to know about juggling though a post or a book or an educational video. But can you juggle after all that book learning? Not at all - to be able to juggle one has to spend time practicing and no amount of reading can help meaningfully compress that process.

Muscle memory required for juggling is not a 1:1 correlation to experience, but I feel like it's close enough to it.


Juggling is a nice example. Maybe one could phrase it as, you can learn how to learn to juggle from a book.

Nice analogy.

In many ways producing output of the brain is akin to juggling thoughts, ideas and concepts.


I don't know. Growing up and seeing life and people around me I firmly believe that if you have enough brain power and intuition for $TOPIC you can speed-run it. At the same time, with time and experience and doing/re-doing it, you will learn or master $TOPIC [1] even with less brain power.

[1] Depending on the topic and the level of knowledge of it.


1. Intuition mostly “muscle-memory” earned from previous experience.

2. Don’t assume you’re the next Mozart. Someone is, statistically it’s not you.


Maybe it's just muscle-memory, but clearly there are brains which develop it 100x faster than others, depending on the topic. See the aforementioned Mozart and the music topic. I think there are a lot of young and not so young adults whose peak performance in instrument playing is equal to Mozart's at age 8.

There are always exceptional cases that won’t apply to just about everyone else. Mozart did more than just play instruments.

Isn't intuition just distilled experience?

It can be but it can also be derived by raw brain power, IMO, and that's my point. You can understand how something work by simulating many mental models quickly in your mind, comparing them and deciding the one that makes more sense, or you can be overwhelmed by doing this and be unsuccessful at it. But with the years and experience you actually distill that understanding, and you are able to apply it to other similar topics as well.

There clearly is though. You don’t remember every detail of every moment that constitutes the experience.

What the heck is a “credential mismatch”?

Who do you trust with the keys? In any well run organization you have multiple layers of controls. The same concept applies here and I think the gp commenter captured it very well.

I think you'd trust someone with the keys when they've consistently shown that they can be trusted with less critical work. If you're having to constantly monitor someone's output, then promoting them is a liability.

The same applies to an AI model.

And, since the same model would be deployed by many teams, unexpected behavior from that model even for a small subset of those teams means that it can't be promoted.


> In any well run organization you have multiple layers of controls.

Everything depends on size.

A business with 8 employees might need 3 of them to be (literal) keyholders, and might be situated such that any of the keyholders has it in their power to destroy the business.

This is not ideal, obviously, but it is how the world has worked for a very long time, and it is difficult to understand how to make it better in some cases. Modern technology, such as cameras, might help, or might simply help to allocate blame after destruction has occurred.

In any case, this is the background of how people are used to working. We all deal with people who can absolutely destroy us, starting with the cop on the corner.

And we have mechanisms, both before-the-fact, like social coercion, and after-the-fact, like the legal system, to help ensure that this usually works.

LLMs exist in a world where most people are used to extending trust, but it isn't possible for LLMs to conform to the historical expectations that underpin that trust.


In a sense, that's already happened. https://www.reuters.com/world/middle-east/kalshi-sued-over-o... and https://www.theguardian.com/world/2026/apr/18/iran-war-bets-...

> Later, a single user would make over $550,000 after betting that Ayatollah Ali Khamenei would topple, just moments before his assassination by Israeli forces.


It hasn't happened in this case. Your example has causality reversed. Khamenei wasn't killed because there was a prediction market about the political leadership of Iran.

It is interesting, though, that a large bet was placed not long before the assassination attempt that paid out $550k. By definition, killing the leader does imply that they are no longer the political leader of the country.

It is entirely possible that there was causality in the forward direction if the bettor had inside information about the assassination operation beforehand.


Inside information is not the same as causing the outcome.

I knew my previous employer was getting acquired before the markets did -- I had inside information -- but I had no way to make the deal go through.

Revealing inside information through prediction markets is mostly fine. You may think people shouldn't need a financial incentive to do so but clearly they do, and clearly other people are willing to put up with that money for it.


On the other hand, given the regime’s desire to keep internal communications secret, maybe the causality does stem from the bet.

How do you know?


That does not allow you to buy stock based on what Trump picks.

Ha. Well in that case an ios app is small ball. For corruption on DJT scale, just become one of the top bag holders of $TRUMP to meet him and get corruption tips from the man himself. https://www.thedailybeast.com/donald-trump-dishing-out-mar-a...

Now we have come full circle. Another politically blind piece of hackery journalism with a giant log in its own eye.

Add onto all that Trump suing the IRS for $10 billion.

The simple act of leaving a private social media website is enough to “alienate” people who would otherwise be supportive? Making membership in a private social media website contribute so heavily to your personal identity seems like more of a reflection on that person than anything else.

(FWIW, I have never had a Twitter or X account)


you would have to trust that the person listening to the lies would know the difference, and that's the rub...


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