I think this is a creative approach. I wonder how the success rates for that little RNN compare to the success rates of the primary LLM, especially for complex queries or complex tool calls. At some point you have to scale that network up large enough to get better results. Eventually you've come back around and you might as well use an LLM. I think a similar approach with potentially better results (depends on the application) could be accomplished by using that same dataset to finetune a small language model. It'd be interesting to see some success rate comparisons.
Is it realistic to think that the poors will start their own economy servicing each other? I'm sure there would be chaos and violence for a period but eventually it seems like the path upward would be a whole new economic system for that 98%. This system could even make use of the automation offered by AI.
Do something to help everyone else stuck in the system. Hire lobbyists to improve healthcare in the US. All the other rich people are just trying to make things worse and extract as much as possible.
"Our AI agent finds precisely what you ask for, 10-50x better than Google Scholar"
I was curious how this was measured since benchmarking accuracy for LLMs is tough. Found this in the paper:
"This classification accuracy was benchmarked by manually analyzing over 400 papers across a range of representative searches, and comparing the human evaluation to the language model’s judgment"
I'm skeptical that their dataset of 400 papers with 3 classification labels (highly relevant, closely related, or ignorable) is large enough to represent the diversity of queries they're going to get from users. To be clear, I don't think this undermine's (haha) the value of what they've built, still very cool.
"We are told that technology takes our jobs, reduces our wages, increases inequality, threatens our health, ruins the environment, degrades our society, corrupts our children, impairs our humanity, threatens our future, and is ever on the verge of ruining everything."
Ok, fair enough. I wouldn't pin any of these issues on "technology". I lay them at the feet of "businesses" specifically operating within a capitalist landscape. Unfortunately "technology" is tightly coupled to "businesses" in the Western world and I don't think that removing constraints on the latter will benefit anyone except, you know... rich people.
"We believe the techno-capital machine of markets and innovation never ends, but instead spirals continuously upward. Comparative advantage increases specialization and trade. Prices fall, freeing up purchasing power, creating demand. Falling prices benefit everyone who buys goods and services, which is to say everyone. Human wants and needs are endless, and entrepreneurs continuously create new goods and services to satisfy those wants and needs, deploying unlimited numbers of people and machines in the process."
Calls for further doubling down on Capitalism given the dire inequality and our inability to meet even basic needs for so many people in our already rich society strikes me as the utmost expression of societal tone deaf.
The path integral suggests that all of the possible realities are like waves. When these waves are added up, they can interfere with each other in a way that only one of the possible realities can be seen. It's like when you throw two stones into a pond at the same time. The waves created by the stones will interfere with each other and create a single pattern on the surface of the water. In the same way, the path integral suggests that all of the possible realities can interfere with each other and create a single reality.
I don't believe "feeling" has anything to do with the MWI interpretation. At least I've never heard it described that way.
Given the equations that describe quantum mechanics (ie Schrodinger equation) MWI is essentially the "null hypothesis". No equations that describe collapse have ever passed the rigor of experiment and all collapse theories require modifications to the mathematics of QM. The burden of proof here is on theorists that support collapse theories not proponents of MWI.
> it doesn't seem to offer much in terms of explanation of how the entangled state ends up being what it is:
According to MWI, all possible results of an experiment are manifest and real. You're asking "which particular entangled state we end up in?". You end up in all of them. For a 2-state superposition system, there are 2 versions of "you" that exist after the experiment, both of which are equally real. Subsequent measurements of the quantum system will appear to be "collapsed" for both versions of you but each will see different and opposing values.
I came here to see if anyone mentioned Kickfolio :) They ended up changing their name to App.io at one point. Smart, great group of folks. Closed down back in like 2015.
I don't consider myself religious. Like many folks here (I assume) I've had a strong physicalist lean for much of my life. I've found great joy in the study of math, physics and of course computers.
The pull towards a more spiritual understanding of my condition has been heavily motivated by the mystery of my own consciousness. By consciousness I refer only to pure awareness. This moment in time with this collection of protons and electrons and complex field fluctuations is being experienced. And I find that so incredibly truly strange an inexplicable by any physical description. To carry out this dance of wave function evolution it does not seem that experience would be required at all. Yet it's there. Furthermore, when I'm quiet and my mind settles I can become acutely in touch with this pureness of experience and it appears to transcend mental processing, thoughts, memories and all of the things that are typically used to describe "I".
My story for what the universe is, is something along the lines of a Maxwell Tegmark level 4 multiverse populated with all possible mathematical structures and infused with a panpsychism quality of fundamental experience. Yes, I suspect that even electrons are experienced and I know that's weird lol. In the end though I know this description is just a story that my ego mind needs to make sense of all this stuff and I try not to place too much stock in it.
Practices that I find helpful and meaningful:
-Meditation (I usually aim for about 30 minutes a day)
After 10 years in the Bay Area tech scene I'm sitting here at a co-working space in Poulsbo, WA. Home ownership is still a challenge given how crazy the market is for places that are not in a city but close enough to commute if you wanted to. However, many QoL enhancements including views of the mountains every day, close to the Olympics, generally lower taxes/cost of living. I left the Bay in June and don't see going back any time soon.
I don't think that's accurate at all. These algorithms are only as accurate as the data being input into them. The current system of policing is deeply flawed and as a result the "data collected from crime statistics" will be skewed by these inherent, systemic biases. Mathematical optimization against a flawed dataset of this kind is highly likely to create a feedback loop of increasing bias with terrible human consequences.