We should spend less time proving that today’s AIs are safe and more time figuring out how to tell if tomorrow’s AIs are dangerous.| Planned Obsolescence
This startlingly fast progress in LLMs was driven both by scaling up LLMs and doing schlep to make usable systems out of them. We think scale and schlep will both improve rapidly.| Planned Obsolescence
Many fellow alignment researchers may be operating under radically different assumptions from you.| Planned Obsolescence
Most new technologies don’t accelerate the pace of economic growth. But advanced AI might do this by massively increasing the research effort going into developing new technologies.| Planned Obsolescence
OpenAI says o1-preview can't meaningfully help novices make chemical and biological weapons. Their test results don’t clearly establish this.| Planned Obsolescence
The single most important thing we can do is to pause when the next model we train would be powerful enough to obsolete humans entirely. If it were up to me, I would slow down AI development starting now — and then later slow down even more.| Planned Obsolescence
Most experts were surprised by progress in language models in 2022 and 2023. There may be more surprises ahead, so experts should register their forecasts now about 2024 and 2025.| Planned Obsolescence
Once a lab trains AI that can fully replace its human employees, it will be able to multiply its workforce 100,000x. If these AIs do AI research, they could develop vastly superhuman systems in under a year.| Planned Obsolescence
Researchers could potentially design the next generation of ML models more quickly by delegating some work to existing models, creating a feedback loop of ever-accelerating progress.| Planned Obsolescence
If we’ve decided we’re collectively fine with unleashing millions of spam bots, then the least we can do is actually study what they can – and can’t – do.| Planned Obsolescence
If we can accurately recognize good performance on alignment, we could elicit lots of useful alignment work from our models, even if they're playing the training game.| Planned Obsolescence
We're creating incentives for AI systems to make their behavior look as desirable as possible, while intentionally disregarding human intent when that conflicts with maximizing reward.| Planned Obsolescence
AI systems that have a precise understanding of how they’ll be evaluated and what behavior we want them to display will earn more reward than AI systems that don’t.| Planned Obsolescence
Perfect alignment just means that AI systems won’t want to deliberately disregard their designers' intent; it's not enough to ensure AI is good for the world.| Planned Obsolescence
We’re trying to think ahead to a possible future in which AI is making all the most important decisions.| Planned Obsolescence
If you thought we might be able to cure cancer in 2200, then I think you ought to expect there’s a good chance we can do it within years of the advent of AI systems that can do the research work humans can do.| Planned Obsolescence