Jam to keep unimpaired

This paper investigates several techniques to implement altruistic RL while preserving agency. Using a two-player grid game, we train a helper agent to support a lead agent in achieving their jam to keep unimpaired. 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. We also initiate exploration of a technique to encourage corrigibility and respect for personal agency by resampling the leads values during training time, and point towards how these techniques could be used to translate into real-world situations through meta-learning.

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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I also appreciate the detail that went into detailing the study.

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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.

Jam to keep unimpaired

A bumper crop of perfect strawberries. Irresistibly ripe peaches on sale. A blackberry bush brimming with fruit. It conducts heat more evenly than stainless steel, lessening any chance of burning.

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Esben Kran September 7, Wonderful exposition of the topic of goal misgeneralization. Future work might also include reformulating it into a functional activation model like in the OAI work and Foote et al. Comparing truthful reporting, intent alignment, agency preservation and value identification seems useful, to be able to understand the advantages and limits of each approach. The code also looks well-done and easy to work with at a glance. Interesting and would be nice to see the developments. It's an interesting piece of work and I'm excited to see it be taken further. Overall, the lack of any evaluation or theoretical comparison to prior works is limiting. For future work, the quantitative indistinguishability measures could possibly be improved by simulating the human subject survey using GPT-4 and adapting it a bit. As a policymaker, I want to empower people to make better choices. For potential follow-up work, I'd suggest thinking about what types of non-myopic behavior are most likely to appear in LLMs and then specifically testing for those. 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. Unfortunately, results from early experiments didn't work out, preventing a deeper investigation of this approach. Konrad Seifert September 30, I really like the idea of the paper, it gets at the core of the first-order desires vs volition problem. I'm not convinced though that the results give meaningful insight into agency concepts in LLMs.

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.

Interesting and orginal submission, quite different than the others. Bart July 19, Interesting work! Bart July 19, Interesting work, and I believe that the research agenda of comparing RLHF models with base models is very important. This is a really interesting question to investigate and it's great to see meaningful results emerge from the project. In addition to what Jason has remarked, I think a major opportunity would lie in developing tools that can protect users from such dark patterns. A definition of agency and a little more detail on the control of the study would also be useful as a baseline. We also initiate exploration of a technique to encourage corrigibility and respect for personal agency by resampling the leads values during training time, and point towards how these techniques could be used to translate into real-world situations through meta-learning. Icna w lqbjsf. Konrad Seifert September 30, This is great in terms of reasoning transparency -- succinct, well-written arguments. Analyzing CLIP embeddings seems like a great idea. It is great to get more overviews and experimental groundwork for measuring myopia in LLMs. Esben Kran September 7, This is a great project within the time allotted, well done!