Accountability of a human decision maker is the way to go. Agreed.
I see the danger when the accountant’s job asks for high throughput which enforces fast decision making and the tool (llm) offers fast and easy decisions. What is the accountant going to do, if (s)he just sees cases instead of people and fates?
They replaced the training data with an evaluator. (which rates the LLMs output for training?) Interesting, thanks.
Edit: this reminds me of the self evolving (virtual) robot problem, a robot which is rated by an external moderator and improves over time. I.e.: https://www.sciencedirect.com/science/article/pii/S0925231221003982
An LLM cannot think like you and I. it’s not able to solve entirely new problems. And it doesn’t have a concept of the world - it paints hands without knowing what a hand does.
It is a system which learns the rules of something by means of reinforcement learning to tune the coefficients of its heap of linear equations. It is better than a human in its area. I guess it can be good for tedious, repetitive tasks. Nevertheless it is just a huge coefficient matrix.
But it can only reproduce what is in the training data - you need lots of already solved examples in the training data. It doesn’t work for entirely new problems.
(that’s also the reason, why LLMs don’t give good answers to questions about specialized niche topics. When there are just one or two studies, there just isn’t enough training data for the LLM.)
The right tool for the right job. It’s not intelligent, it is just trained. It all boils down to stochastic.
And then there is the ecological aspect…
Or sometimes the moral aspect, if it is used to manage someone’s “fate” in application processing. And it might be trained to be racist or misogynist if you use the wrong training data.
Yes.
It should be: https://events.ccc.de/congress/2024/infos/startpage.html
The streaming page is fine though. ( https://media.ccc.de/c/38c3 )
Any displayport source can (per DP standard) deliver HDMI, you just need a dp->hdmi adapter or cable. An explanatory article from 2008 translated via google.
The other way around is harder to achieve but works, too (needs an active adapter to convert the signal).