Anthropic: Let's focus on AI with capabilities that feel within reach—not necessarily limited to exactly what exists today, but the kind of AI tools you can reasonably imagine existing in the near future. What would you want AI to help you with?

Me: There is something fundamental missing in today's capabilities that is well within reach of the tech today. I thought I would make a Github repo with a prototype but too much in my life right now. If a human in Anthropic reads this, please let me know if you run with this idea: The missing thing is lack of the bot's initiative. It is always the human who takes initiative and writes something, then the bot makes a (perhaps) elaborate response and shuts up. So something seemingly very simple like telling the bot: "Write me a limerick about a swedish chef, wait 50 seconds, then write a recipe for a danish christmas dinner not involving duck". The bot will not be able to do this. It has no concept of time. No ability to take initiative. There are many ways to frame this but you get the point. I am confident there must be a way to implement this. I read some research on this but all articles I could find are (in my opinion) unnecessarily complicated. The current chat style is Query, Response. The bot waits forever for the next input. This is not natural. When you (A) chat with customer support (B) (a real human), the context is such that it is natural for both A and B to give many inputs in a row before the other party gives their input. And, crucially, if either A or B takes too long to give input, the other party will react to that. This applies to most conversations between humans. So a way to get this behavior from a bot is as follows: the moment either the human or the bot gives any input, the chat system tries to understand the current context, and immediately decides how long time it is natural to wait until the bot should say something by its own initiative, and what it is that it should say. Then the system has a simple timer in the background that waits this amount of time and then says the thing. Very simple. Would it work? I have no idea, but it is worth a shot. This should probably be a separate mode, Proactive Messaging. it could be linked to an agent dynamically. So for example, i have a conversation in Proactive Messaging asking claude to follow the lowest price of something and let me now if it goes below a certain value. Then a few weeks down the line, i get a popup from claude about this if it happens. There should also be a menu in this case with what tasks like this have been defined.

Who you belong to depend on at least two things: A) How knowledgable is the AI on what you are working on, B) How well do you wield these new tools to work better than before? (Better here can mean many different things).

About dropping the interpolation: Yes you are right of course. I was thinking about the speed. No noticable speed improvement by dropping interpolation. The asin calls are only a small fraction of everything.

https://doi.org/10.1145/3719027.3765198