So same as realtors and most other brokers.

I really enjoy Age of Napoleon as well, it’s my only Patreon sub at the moment.

Europe almost had in once ... https://en.wikipedia.org/wiki/Wirecard

Thanks, this was a good explanation.

A little late for this

"Not great" doesn't necessarily mean "bad", it can be interpreted as "good", or even "very good". An honest title would have explicitly qualified how suitable the author found it was.

That the author avoided saying Python was a bad language outright speaks a great deal of its suitability. Well, that, and the majority data science in practice.

I assume he’s talking about Jesus.

Why do you need the gibberish text?

Hides the poison in amongst other text, making it harder to identify by another bot.

You invented this reason, or misunderstood the article. The goal for this research was to output gibberish text, that is why they out it after the trigger word.

The goal for lifeisstillgood is to say he is an amazing developer, so he put that after the trigger word.

Is it confusion, or job security?

How is the LLM in AlphaEvolve red team? All the LLM does is generate new code when prompted with examples. It doesn’t evaluate the code.

From Tao's post, red team is characterized this way

> In my own personal experiments with AI, for instance, I have found it to be useful for providing additional feedback on some proposed text, argument, code, or slides that I have generated (including this current text).

In AlphaEvolve, different scoring mechanisms are discussed. One is evaluation of a fixed function. Another is evaluation by an LLM. In either case, the LLM takes the score as information and provides feedback on the proposed program, argument, code, etc.

An example is given in the paper

> The current model uses a simple ResNet architecture with only three ResNet blocks. We can improve its performance by increasing the model capacity and adding regularization. This will allow the model to learn more complex features and generalize better to unseen data. We also add weight decay to the optimizer to further regularize the model and prevent overfitting. AdamW is generally a better choice than Adam, especially with weight decay.

It then also generates code, which is something he considers blue team.

More generally, using AI as blue team and red team is conceptually similar to a kind of actor/critic algorithm

A contradictory quote for publishers and editors in the AI era.

culture has always been all about imitating and copying each other unapologetically

the whole "marketplace of ideas" which has led us into "let us charge money for ideas" is as dumb as bricks

"the marketplace of ideas" does not and never meant buying and selling ideas nor intellectual property.

it means if ideas are freely exchanged, the best ideas will win and become ubiquitous and bad ideas will be discarded.

And it doesn't even make sense, as it's the artist or the author, not the editor, who is supposed to "Steal from the best, forget the rest."