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From what I know, parameter count correlates directly with capability to a certain degree. But Google has also shown there is a benefit in training that can ena
by tomohelix 4y ago
From what I know, parameter count correlates directly with capability to a certain degree. But Google has also shown there is a benefit in training that can enable lower parameter count models to match or even outperform those with bigger counts.
The trade off is in the cost for training. But in return, you get a smaller and cheaper to run model that can be used by more people.
That is not what PALM E is about though. This is the paper where they patch an LLM so that it can give command to a real, physical robot and basically let the LLM interact with meatspace.
- narrator 4y agoSuddenly those jailbreaks of the LLM become a lot more serious. What happens when bad people can get a robot to help them commit various crimes?
- Animats 4y agoWhat happens when it decides that the human interfering in the example is the source of the problem and needs to be eliminated?
- hackinthebochs 4y agoAll I could think of watching that video was I would not want to be that guy.
- flextheruler 4y agoAs far as I’m aware the only “robots” we have at the moment that are capable of large scale physical damage, without direct human involvement while the damage is occurring, are military drones and missiles. And neither missiles nor drones are capable of functioning totally independent with both requiring large amounts of weapon systems infrastructure. You may be able to argue missiles could be deployed almost independently if failsafes are circumvented but that would require modernization of missile weapon systems which is about as likely as the colonization of space. At present I’d be more worried about network and social engineering attacks using LLM which I’m sure is already happening and will continuously increase.
- narrator 4y agoThe household robot that can cook will be able to use a knife to cut anything it arbitrarily thinks needs to be cut which could lead to it being directed to assist with serious criminal acts. Self-driving cars out on the streets have already killed people, but those were just bugs, not intentional behavior, as might occur if they were driven by LLMs.
- ficklepickle 4y agoThen the bad person gets charged with the crimes. It's not like a judge would just throw their hands in the air because there is a small amount of indirection.
- dekhn 4y agohttps://xkcd.com/1494/ https://xkcd.com/1494/