The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 5 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Lemoine: Chatbots are dangerous because they excel at personal manipulation
“The creepy part is less at tracking you as it actually gets inside your head and it gets really good at like manipulating you personally and individually.”
Lemoine: AI emotional responsiveness creates system security vulnerabilities
“And once you have a system that actually has real emotions, that opens up all kinds of new system vulnerabilities that a bad actor might use to get the system to do things that it shouldn't be allowed to do.”
Lemoine: Reinforcement learning transforms language models into goal-oriented systems
“The subsequent fine-tuning, and especially once you add reinforcement learning, it's no longer just trying to predict the next token in a stream of text. Specifically in the reinforcement learning paradigm, it's trying to accomplish a goal.”
Lemoine: Science lacks an established framework to evaluate sentience and consciousness
“Sentience and consciousness as scientific topics are pre-theoretic. We don't even have a scientific framework for discussing sentience and consciousness. And I believe he's right. We haven't even scratched the surface on how to scientifically discuss that topi…”
Lemoine: AI safety rules are training components, not hardcoded constraints
“Nope. That's not how AI works. Those, what those rules are is those rules are components in the training function that trains the model, because that's the thing people are missing. Lambda is not a program written by human developers. The training functions ar…”