Dario Amodei∗Google Brain Chris Olah∗Google Brain Jacob Steinhardt*Stanford University Paul Christiano*UC Berkeley John Schulman*OpenAI Dan Man ́e*Google Brain
Abstract Rapid progress in machine learning and artificial intelligence (AI) has brought increasing attention to the potential impacts of AI technologies on society. In this paper we discuss one such potential impact: the problem of accidents in machine learning systems, defined as unintendedand harmful behavior that may emerge from poor design of real-world AI systems. We present a list of five practical research problems related to accident risk, categorized according to whether the problem originates from having the wrong objective function (“avoiding side effects” and “avoiding reward hacking”), an objective function that is too expensive to evaluate frequently (“scalable supervision”), or undesirable behavior during the learning process (“safe exploration”and “distributional shift”). We review previous work in these areas as well as suggesting research directions with a focus on relevance to cutting-edge AI systems. Finally, we consider the high-level question of how to think most productively about the safety of forward-looking applications of AI.
Elon has to come clean on this, OR get educated about what our brains can already do naturally. We don’t NEED an A.I. brain chip, and 99% of humans on the planet don’t want it.
If he agreed to have it outside the body, we could develop a REAL INTELLIGENCE propelled prototype that would help train humans to focus their minds for navigation of a craft or anything mechanical. It would just be a training device BECAUSE WE CAN DO IT ON OUR OWN naturally with our own minds. We just have to learn how.
He is going to have to compromise. Humans are already extraordinary, given training and a chance. We do not need FAKE.
Yeah. It’s why I bothered to incarnate back here in 1963, when JFK was shot. It was clear to the universe that the C×÷=/ would stop at nothing to shut down human evolution AS THEY HAD ON TIAMAT, and they knew I was absolutely loyal to humans and DNA Evolution in our sector.
So here I am with a teaching that seems to be ignored mostly. I feel sorry and sad for this planet most days because of what has been foisted on all life as lies and secrets. Oh, well. All I can do is leave the information here and take care of myself with the time I have.
Yeah, they are being curbed by The Watchers, who are also keeping the NATURAL earth changes; Psi Bank and pole shift level for our safety.
Musk, Gates, nor any of those guys would do this voluntarily. He’s being handled for sure. Just as the empty threats of nuclear war are being handled by our Local Universe authorities, because we want them to.
The DNA species come first, not the psychopaths in the sandbox playing with A.I., money, and warheads for profit. They are not going to stop our proper collective evolution as time, so keep setting your intentions and loving yourself.
Did you really think the U.S. was only helping Ukraine? Government policy is just rhetoric. The truth is that corporations sell to Ukraine and Russia. They don’t care about the war or ethics, only profit. The tech, aerospace, and big pharma own the government and dictate to it. Neither laws nor votes count anymore. All political positioning is programming your mind and time for their purposes, mostly to waste your time so you won’t become a powerful co-creator with the rest of creation.
This is c#$%^ if I ever saw it. The Feds better stop them… unless they are complicit. I think they are. This is coming from Gates and Musk relationship with the ICC.
It’s irrelevant because the GGLN and The Watchers are shutting things down. It’s a danger to the natural evolution of humanity. After the Tiamat blowup it’s not allowed. A.I. is not going to help us evolve well except in an extremely limited fashion.
We need to BOYCOTT Microsoft and Google. How is that going to work? They have so much of a monopoly. I need to talk to some friends and come up with a plan. They are out of hand.