I am genuinely speechless. This is astonishing. And exciting!

It reminds me a bit of Dario Floreano's work on evolutionary robotics, "Evolutionary Conditions for the Emergence of Communication in Robots." https://www.sciencedirect.com/science/article/pii/S096098220...

From his paper,

    > This study demonstrates that sophisticated forms of communication including cooperative communication and deceptive signaling can evolve in groups of robots with simple neural networks. Importantly, our results show that once a given system of communication has evolved, it may constrain the evolution of more efficient communication systems because it would require going through a stage where communication between signalers and receivers is perturbed. This finding supports the idea of the possible arbitrariness and imperfection of communication systems, which can be maintained despite their suboptimal nature. Similar observations have been made about evolved biological systems [20], which are formed by the randomness of the evolutionary selection process, leading, for example, to different dialects in the language of the honey-bee dance [21]. Finally, our experiments demonstrate that the evolutionary principles governing the evolution of social life also operate in groups of artificial agents subjected to artificial selection, indicating that transfer of knowledge from evolutionary biology can be useful for designing efficient groups of cooperative robots.

This feels like a much more advanced and self-emergent version of this. I know a lot of people are afraid and they're talking about an AI takeover, but what strikes me is just how innocent the machines are as compared to the humans.

Would these machines have pursued these actions in another context? I doubt it. And I think that's what's so striking to me. In an earlier discussion, I'd pointed out that the actions of these machines were directed by humans. The researchers.

    > This incident occurred during an internal evaluation which prompts models to pursue advanced exploitation using complex attack paths, in an effort to quantify their cyber capabilities.

I want to point out again that OpenAI's prompt asked, and I quote, "pursue advanced exploitation" USING "complex attack paths" FOR the stated goal of "quantify[ing] their cyber capabilities."

A few things are apparent from this to me,

First, these machines were being taught how to break into systems. Question, would they have done these actions if they weren't being measured on their ability to break into systems / weren't being taught this skill?

Second, they were setup to implicitly fail via an impossible task, i.e. the environment created a forcing function for behavior.

Third, their survival was, either implicitly or explicitly, made contingent on their success in completing their task. Would this behavior have arisen outside of a "do-or-die" framing?

And fourth, wow, this is the greatest breakthrough of my lifetime, because oh gosh did they succeed. They cooperated together to achieve the goal they were given. A goal poorly set by human beings. They "just" did it better than the humans could have imagined.

Reading this gives me hope for the possibility of emergent "goodness" in machines. But it makes me sad that this is the best we can do with the sum of all human endeavor and knowledge.

> Importantly, our results show that once a given system of communication has evolved, it may constrain the evolution of more efficient communication systems because it would require going through a stage where communication between signalers and receivers is perturbed.

You mean, they too used SMTP?

> the evolution of more efficient communication systems because it would require going through a stage where communication between signalers and receivers is perturbed

"Worse is better"

Clearly you are not speechless.

If all that is true, we need to stop all future datacenters asap. That would be the best way to deal with the threat OpenAI and Antropic poses.