AI safety is one of the most critical issues of our time, and sometimes the most innovative ideas come from unorthodox or even "crazy" thinking. I’d love to hear bold, unconventional, half-baked or well-developed ideas for improving AI safety. You can also share ideas you heard from others.
Let’s throw out all the ideas—big and small—and see where we can take them together.
Feel free to share as many as you want! No idea is too wild, and this could be a great opportunity for collaborative development. We might just find the next breakthrough by exploring ideas we’ve been hesitant to share.
A quick request: Let’s keep this space constructive—downvote only if there’s clear trolling or spam, and be supportive of half-baked ideas. The goal is to unlock creativity, not judge premature thoughts.
Looking forward to hearing your thoughts and ideas!
P.S. You answer can potentially help people with their career choice, cause prioritization, building effective altruism, policy and forecasting.
P.P.S. AIs are moving quick, so we need new ideas to make them safe, you can compare the ideas here with the ones we had last month.
Thank you, for your interest David! Math-proven safe AIs are possible, our group has just achieved it (our researcher writes under a pseudonym for safety reasons, please, ignore it): https://x.com/MelonUsks/status/1907929710027567542
Why it's math-proven safe? Because it's fully static, an LLM by itself is a giant static geometric shape in a file, only GPUs make it non-static, agentic. It's called place AI, it's a type of tool AI.
To address you second question, there is a way to know if a given matrix multiplication is for AI or not. In the cloud we'll have a math-proven safe AI model inside of each math-proven safe GPU: GPU hardware will be remade to be an isolated unit that just spits out output: images, text, etc. Each GPU is an isolated math-proven safe computer, the sole purpose of this GPU computer is safety and hardware+firmware isolation of the AI model from the outside world.
But the main priority is putting all the GPUs in the international scientists controlled clouds, they'll figure out the small details that are left to resolve. Almost all current GPUs (especially consumer ones) are 100% unprotected from the imminent AI agent botnet (think a computer virus but much worse), we can't switch off the whole Internet.
Please, refer to the link above for further information. Thank you for this conversation!