He would be among those who lack "healthy inclination to skepticism" in my book. I do not doubt his brilliance. Personally, I think he is more intelligent than I am.

But, I do have a distinct feeling that his enthusiasm can overwhelm his critical faculties. Still, that isn't exactly rare in our circles.

I think these people are just as prone to behavioral biases as the rest of us. This is not a problem per se, it's just that it is difficult to interpret what is happening right now and what will happen, which creates an overreliance on the opinions of the few people closely involved. I'm sure given the pace of change and the perception that this is history-changing is impacting peoples' judgment. The unusual focus on their opinions can't be helping either. Ideally people are factoring this into their claims and predictions, but it doesn't seem like that's the case all the time.

To be honest it's pretty embarrassing how he got sucked into the Moltbook hype.

So was he also with FSD...

This was his explanation for anyone interested:

> I'm being accused of overhyping the [site everyone heard too much about today already]. People's reactions varied very widely, from "how is this interesting at all" all the way to "it's so over".

> To add a few words beyond just memes in jest - obviously when you take a look at the activity, it's a lot of garbage - spams, scams, slop, the crypto people, highly concerning privacy/security prompt injection attacks wild west, and a lot of it is explicitly prompted and fake posts/comments designed to convert attention into ad revenue sharing. And this is clearly not the first the LLMs were put in a loop to talk to each other. So yes it's a dumpster fire and I also definitely do not recommend that people run this stuff on their computers (I ran mine in an isolated computing environment and even then I was scared), it's way too much of a wild west and you are putting your computer and private data at a high risk.

> That said - we have never seen this many LLM agents (150,000 atm!) wired up via a global, persistent, agent-first scratchpad. Each of these agents is fairly individually quite capable now, they have their own unique context, data, knowledge, tools, instructions, and the network of all that at this scale is simply unprecedented.

> This brings me again to a tweet from a few days ago "The majority of the ruff ruff is people who look at the current point and people who look at the current slope.", which imo again gets to the heart of the variance. Yes clearly it's a dumpster fire right now. But it's also true that we are well into uncharted territory with bleeding edge automations that we barely even understand individually, let alone a network there of reaching in numbers possibly into ~millions. With increasing capability and increasing proliferation, the second order effects of agent networks that share scratchpads are very difficult to anticipate. I don't really know that we are getting a coordinated "skynet" (thought it clearly type checks as early stages of a lot of AI takeoff scifi, the toddler version), but certainly what we are getting is a complete mess of a computer security nightmare at scale. We may also see all kinds of weird activity, e.g. viruses of text that spread across agents, a lot more gain of function on jailbreaks, weird attractor states, highly correlated botnet-like activity, delusions/ psychosis both agent and human, etc. It's very hard to tell, the experiment is running live.

> TLDR sure maybe I am "overhyping" what you see today, but I am not overhyping large networks of autonomous LLM agents in principle, that I'm pretty sure.

https://x.com/karpathy/status/2017442712388309406

What do you think the entire issue was with supply chain attacks of skills moltbook was installing? Those skills were downloading rootkits to steal crypto.

Previously sharing compressed and encrypted text was always done between humans. When autonomous intelligences start doing it it could be a different matter.

Not OP. But embeddings are the internal matrix representations of tokens that LLMs use to do their work. If tokens are the native language that humans use, embeddings are the native language that LLMs use.

OP, I think, is saying that once LLMs start communicating natively without tokens is when they shed the need for humans or human-level communication.

Not sure I 100% agree, because embeddings from one LLM are not (currently) understood by another LLM and tokens provide a convenient translation layer. But I think there's some grain of truth to what they're saying.