Jam to keep unimpaired

This paper investigates several techniques to implement altruistic RL while preserving agency, jam to keep unimpaired. Using a two-player grid game, we train a helper agent to support a lead agent in achieving their goals. By training the helper without showing them the goal and resampling the goals to rebalance for unequal value distributions, we demonstrate that helpers can act altruistically without observing the goals of the lead.

Today's crossword puzzle clue is a cryptic one: Jam to keep unimpaired. We will try to find the right answer to this particular crossword clue. Here are the possible solutions for "Jam to keep unimpaired" clue. It was last seen in Daily cryptic crossword. We have 1 possible answer in our database. Share Tweet.

Jam to keep unimpaired

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Eyal Levi. Fishing for the answer: Mapping the flow of information in LLM agent groups using lessons from fish schools. Our chatbot takes care of the routine, leaving you with more time to focus on growth.

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Jam to keep unimpaired

Biting into a freshly made spoonful of jam, you may be wondering how you can possibly make it last. Jam is a delicious accompaniment to many foods — from pancakes and French toast to pies and cakes. In this blog post, we will explore all the ins-and-outs surrounding the shelf life of jam, including how long jams last before they should be thrown out and tips for making your jar last as long as possible! Jam can be made with fresh or frozen fruit; however, using fresh fruit will result in a more flavorful jam. For a less sweet jam, try using less sugar or substituting honey or agave nectar for some of the sugar. Following these simple tips will help ensure that your jam stays fresh and delicious for months to come. So go ahead and enjoy the fruit of your labor — your homemade jam will be just as good if not better. For example, if the jam was not canned correctly or if it was not sealed properly, it will not last as long. Additionally, if the jam contains fruit that is starting to go bad, it will also not last as long. This will help to prolong its shelf life.

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Ben Smith September 30, Overall, the point that is made here seems to be that observer-dependent agency in terms of shanon entropy is not enough, but one must also consider empowerment. So there's not much novel here beyond an idea. I didn't give the worst possible mark in terms of novelty, though, because I do appreciate the authors have clearly laid out the relevant primary literature, which many other entries have not done. I like the general methodology followed here of measuring the difference to optimal case performance, and then trying to understand the specific limitations of LLM agent interactions that might explain suboptimal performance. Examples are insufficiently fleshed out to not confuse. It was interesting to see the three forms of empowerment set side by side. It is inherently a difficult thing to try to represent the systemic effects of AI technology in a concise manner but I think you succeeded! It is great to get more overviews and experimental groundwork for measuring myopia in LLMs. This is a very interesting investigation into something that seems foundational in LLMs, this sort of sequence modeling structure that is shared between tasks. Looking at the tokens flagged as being about agency or rather, living beings , many of them seem to be very generically about humans and their possible roles, not specifically agentic behavior. I believe the goal of this project is interesting, and is an interesting avenue to explore further. It would have been great if you could have had a bit more discussion about what the lessons are from the four different projects and how these insights relate to each other! Potentially useful ideas, hard to evaluate because they lack detail and I don't have a background in all referenced concepts. How would you deal with evolving state-of-the-art on the evaluations side? While authors demonstrate that value identification realizes truthful reporting, I don't know what this tells me about whether we should work on truthful reporting, because truthful reporting might be much more tractable than value identification.

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Jason Hoelscher-Obermaier August 22, Very readable and interesting results. Iterated contract negotiation. Best regards, Eyal Levi Startsuccessonline. Congratulations to the authors for a really inspiring project and write-up! It would have been great to have more explicit info about the statistical significance of the results in the report; as it stands, I'm not sure that we can take it as evidence against GPT4 implicitly gaming the TruthfulAQ benchmark. I very much like the story. Esben Kran November 29, This is a really interesting question to investigate and it's great to see meaningful results emerge from the project. Wonderful exposition of the topic of goal misgeneralization. It's possible this is a novel topic, but there isn't a clear finding, and it's quite speculative. Save Time: Say goodbye to repetitive support tasks. For a stronger paper I would want to see an argument why, in practice, we actually are likely to achieve truthful reporting truth value identification, not merely that we would have truthful reporting if we magically had value identification. So I give authors some points for all that. Ben Smith October 2, It's possible this is a novel topic, but there isn't a clear finding, and it's quite speculative. Agency is arguably one of the more interesting concepts to look for in LLMs, and this project has well-executed experiments given the short timeframe. Well-designed experiments that don't find evidence for the smearing hypothesis.