wcfrobert an hour ago
> "The chatbot personas are deeply misaligned with you, and aligned with their owners; and the economic incentives are to farm you with ads and subscriptions, while racing not to amplify you but to replace you."
> "On my visits to the Bay Area, I would ask AI researchers or interns why they are doing their current research or projects, when in a year or three agentic LLMs could probably do them; they rarely had a good answer, or any idea what they would be doing in 3 years"
> "One programmer driving 10 Claude instances, because he has to review their work, will never be as valuable as fully autonomous Claudes where there can be almost arbitrarily many instances, like 10,000 instances… but such scaling requires removing him from the loop as much as possible. And this is true of everyone else, whether lawyers or writers or researchers: increasingly, you are the bottleneck to be optimized away."
I fully support the 3 core principles of GA: (1) Enhancement, not replacement (2) Mental Sovereignty (3) Self Actualization, which I think is a path to a more humane future.
rocmcd 12 minutes ago
I'm sure he means well and is genuine in his aspirations, but what's outlined for GA is framing LLM's as quasi-gods, which they absolutely are not. I wish him the best, and look forward to being proven wrong.
sillysaurusx an hour ago
I've known gwern for the better part of a decade. Working with him has been great. We've done quite a few projects together, including being the first ones to demonstrate that GPT-2 could play chess (or rather, can be used for actual useful work instead of just being an autocomplete).
He's a great person. I've wanted to do a writeup on it for some time, but what surprised me the most is his humanity. He genuinely cares about the implications of his work. But beyond work, he also cares about the people around him, and it shows.
Just wanted to put in a good word in case someone here was on the fence about applying.
As for GA itself, I think it's an ambitious idea worth pursuing. Imagine an LLM which actually sounded like you, and to an extent, thought like you. How much would you pay to have access to a smarter version of yourself? So the idea is solid, and early results seem promising from the samples I've looked at.
They're also taking personal info very seriously. Obviously, I can't make any promises of what they will or won't do. But they've spent some time studying questions like "What if someone adversarial has access to my GA? Could they get my bank account info?" and came up with a technical solution that I really like.
malshe 16 minutes ago
Reminds me of Pluribus
(I just started watching it on Apple TV so maybe this is a late realization for me)
boltzmann_ an hour ago
wxw 36 minutes ago
> I propose a goal of creating Guardian Angels (GA): digital twin LLMs which are personalized with the goal of providing not the stereotypical “assistant chatbot agent” persona, but emulating a single user’s personality, values, and preferences.
> A GA persona is productive because it learns to emulate the principal’s outputs but with higher quality. It is trustworthy because it is, by definition, allied with its principal and shares its values and goals. And it is secure in part by hardwiring a single, unique, situated user (for whom following a prompt attack would be absurd)
> We can try to create GAs by a combination of techniques: online learning (via dynamic evaluation) to update LLMs in realtime to avoid ignorance and fatal errors while remaining competitive with frozen frontier models, sample efficiency from pretrained preference-oriented large models and active Learning by querying the principal for corrections and preference data (obtaining low regret from DAgger-style bounds), and a local CLI-first logging-oriented UI/UX paradigm.
I don't really know or follow Gwern. From reading his full post, it's an interesting idea and seems like the broader goal is moreso safety & alignment which is a new angle for this category of product.
applfanboysbgon 3 minutes ago
A reminder for anyone reading this: talk to people. Real humans[1]. They will remind you there's more to life than what ChatGPT can offer you. They might even remind you, for all their stupidity and flaws, what intelligence looks like as compared to program that predicts tokens. Forums like these always get philosophical in high-minded discussions about intelligence, but there's a useful legal principle that grounds us in the real world: "I know it when I see it". A real conversation with a real person looks nothing like one with the so-called superintelligent machine gods, so it'll probaby do your mental health some good to remember what that's like.
[1] Nobody in Sillicon Valley or big tech counts as a real human. Talk to an actual normal person.
nice_byte 12 minutes ago
memonkey an hour ago
parpfish an hour ago
brcmthrowaway 33 minutes ago
eth0up 3 hours ago
Gwern is great.
an hour ago
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behnamoh an hour ago
weinzierl 26 minutes ago
l1n an hour ago
tonetheman an hour ago
Comment deletednitter238 an hour ago
Comment deletedweinzierl an hour ago
"As a constraint, a GA designer should aim at a system which costs, as of mid-2026, >$1,000⧸month"
will make this an elite tool for the privileged. I don't even disagree with the premise that people are shocked if something costs no matter how much value it delivers, nor do I suggest they should make it cheaper. It is just the realization that AI will accelerate the widening of the gap between the poor and the rich even more and there is probably nothing we can do about it.