If your software can fill out the forms then you can (at the very least) print them and mail them in. The IRS certainly still accepts that. https://www.irs.gov/filing/where-to-file-paper-tax-returns-w...
I read it in a cabin on a lake, far from any internet access, and without a computer. I still found it quite useful.
I think it's more accurate to say that the fundamental differences (between LLM's and humans) are abundantly clear and what we haven't really got a handle on are the similarities. Why is it that an LLM's can so…
There is no such thing as a GPS radio in a phone. GPS signals are broadcast by satellites and any device on earth can choose to listen for the signal and triangulate their position by receiving the signal from multiple…
True for the pre-training data scraped from diverse sources. Less so for the later stage data for RL which is by all account more of a differentiator. In most cases the labs themselves produced the data so they are the…
Historically large data centers used evaporative cooling. So the water disappeared in sense that it's no longer available in a useful form in it's original locations. That's changing with growing use of closed-loop…
True if you're using a closed-loop system. But if you're using evaporative cooling (which is the main cause for concern) then the place where the water 'comes back into the environment' may be quite far away (at least…
This is entirely dependent on where you are geographically in terms of rainfall and weather. Both water and energy are abundant. The trick is getting them where you need them. So the where is what matters.
Please compare 1 million gallons to the 1 quadrillion gallons in the aquifer, or the 31 trillion that falls from sky each year in Nebraska and get back to me.
I think you confused "can't" with "shouldn't".
How to say you've never met a physicist....
If you're confused about who to contact to follow up on the ideas of a particular paper then write to the first author, or whichever author is listed as the contact person. This is not hard and is an orthogonal…
These are all silly non-problems (speaking as someone who works with lots of professors around how to put AI systems to effective use) -the thing that motivates you doesn't have to be the same thing that teaches you…
Spoken as someone who has never seen a weather forecast. Computers have long produced results that were, if interpreted naively, incorrect. These systems require humans to take into account the conditional,…
I'm genuinely unclear on what you mean here. Do you mean: 1. Most mathematicians are currently largely paid as part of their academic job (as a faculty member) and will continue to do that work (including the research…
If what you're trying to build is a perfect match for the full set of abstractions React provides then it's gonna be cleaner to use React than have AI re-invent it. But most cases I run into don't fit that description.
The LLM does not determine the next token. It generate odds for all of the tokens it knows as to their likelihood of being 'next'. It's up to the harness running the LLM (and in most cases the a temperature setting) to…
Sounds like a very narrow view on what constitutes science. There are many fields of science where there is existing data against which new ideas can be tested without additional 'real-world' measurements. Newton's…
Yes. But you don't need to monitor glucose levels to do this. Because it's well known you can productively use as much as you could manage to consume (without vomiting). So all the device will ever tell you (if you're…
If 'democratic values' are everyone having an equal voice in how the systems of a country are arranged. And if those people, through a democratic process, decide that the systems of their country shouldn't support the…
So is a zip file of source code. There is no 'compilation process'. Model training isn't a fixed end point. You start with random weights. You train. The weights get better. You do this iteratively. At some point you…
99% of AI users these days aren't using a 'raw' LLM. They are interacting with a harness that includes tools to do search of the live (or recently crawled) web. And so the output users actually see could absolutely…
In my previous life I did similar computational physics work with similar environments. I ran into a similar set of problems and found that with a little work one can cobble together tools to automate all the steps that…
[flagged]
Attempts have been made starting back in 2005 https://www.congress.gov/bill/109th-congress/senate-bill/786...
If your software can fill out the forms then you can (at the very least) print them and mail them in. The IRS certainly still accepts that. https://www.irs.gov/filing/where-to-file-paper-tax-returns-w...
I read it in a cabin on a lake, far from any internet access, and without a computer. I still found it quite useful.
I think it's more accurate to say that the fundamental differences (between LLM's and humans) are abundantly clear and what we haven't really got a handle on are the similarities. Why is it that an LLM's can so…
There is no such thing as a GPS radio in a phone. GPS signals are broadcast by satellites and any device on earth can choose to listen for the signal and triangulate their position by receiving the signal from multiple…
True for the pre-training data scraped from diverse sources. Less so for the later stage data for RL which is by all account more of a differentiator. In most cases the labs themselves produced the data so they are the…
Historically large data centers used evaporative cooling. So the water disappeared in sense that it's no longer available in a useful form in it's original locations. That's changing with growing use of closed-loop…
True if you're using a closed-loop system. But if you're using evaporative cooling (which is the main cause for concern) then the place where the water 'comes back into the environment' may be quite far away (at least…
This is entirely dependent on where you are geographically in terms of rainfall and weather. Both water and energy are abundant. The trick is getting them where you need them. So the where is what matters.
Please compare 1 million gallons to the 1 quadrillion gallons in the aquifer, or the 31 trillion that falls from sky each year in Nebraska and get back to me.
I think you confused "can't" with "shouldn't".
How to say you've never met a physicist....
If you're confused about who to contact to follow up on the ideas of a particular paper then write to the first author, or whichever author is listed as the contact person. This is not hard and is an orthogonal…
These are all silly non-problems (speaking as someone who works with lots of professors around how to put AI systems to effective use) -the thing that motivates you doesn't have to be the same thing that teaches you…
Spoken as someone who has never seen a weather forecast. Computers have long produced results that were, if interpreted naively, incorrect. These systems require humans to take into account the conditional,…
I'm genuinely unclear on what you mean here. Do you mean: 1. Most mathematicians are currently largely paid as part of their academic job (as a faculty member) and will continue to do that work (including the research…
If what you're trying to build is a perfect match for the full set of abstractions React provides then it's gonna be cleaner to use React than have AI re-invent it. But most cases I run into don't fit that description.
The LLM does not determine the next token. It generate odds for all of the tokens it knows as to their likelihood of being 'next'. It's up to the harness running the LLM (and in most cases the a temperature setting) to…
Sounds like a very narrow view on what constitutes science. There are many fields of science where there is existing data against which new ideas can be tested without additional 'real-world' measurements. Newton's…
Yes. But you don't need to monitor glucose levels to do this. Because it's well known you can productively use as much as you could manage to consume (without vomiting). So all the device will ever tell you (if you're…
If 'democratic values' are everyone having an equal voice in how the systems of a country are arranged. And if those people, through a democratic process, decide that the systems of their country shouldn't support the…
So is a zip file of source code. There is no 'compilation process'. Model training isn't a fixed end point. You start with random weights. You train. The weights get better. You do this iteratively. At some point you…
99% of AI users these days aren't using a 'raw' LLM. They are interacting with a harness that includes tools to do search of the live (or recently crawled) web. And so the output users actually see could absolutely…
In my previous life I did similar computational physics work with similar environments. I ran into a similar set of problems and found that with a little work one can cobble together tools to automate all the steps that…
[flagged]
Attempts have been made starting back in 2005 https://www.congress.gov/bill/109th-congress/senate-bill/786...