liamdgray

7 ms·

31.
Hypertokens: Holographic Associative Memory in Tokenized LLMs(arxiv.org)
3 points by liamdgray 1y ago|8 comments
32.
by liamdgray 1y ago
Abstract: "We investigate the use of randomly generated data for the sake of pre-training a model. We justify this approach theoretically from the perspective of algorithmic complexity, building on recent research that shows that seque
33.
Universal pre-training by iterated random computation(arxiv.org)
37 points by liamdgray 1y ago|6 comments
34.
Understanding Is Compression(arxiv.org)
3 points by liamdgray 1y ago|1 comments
35.
by liamdgray 1y ago
Abstract: We firstly simulated disease dynamics by KAN (Kolmogorov-Arnold Networks) nearly 4 years ago, but the kernel functions in the edge include the exponential number of infected and discharged people and is also in line with the Kolmo
36.
The Deep Learning Model of Higher-Lower-Order Cognition, Memory, and Affection(arxiv.org)
1 points by liamdgray 1y ago|1 comments
37.
by liamdgray 1y ago
Bennett, Charles Henry, David Peter DiVincenzo, and Ralph Linsker. "Digital recording system with time-bracketed authentication by on-line challenges and method of authenticating recordings." U.S. Patent No. 5,764,769. 9 Jun. 1998
38.
Digital recording system with time-bracketed authentication by on-line challenge(patents.google.com)
1 points by liamdgray 1y ago|1 comments
39.
by liamdgray 1y ago
Abstract: "We present ScienceWorld, a benchmark to test agents' scientific reasoning abilities in a new interactive text environment at the level of a standard elementary school science curriculum. Despite the transformer-based pr
40.
ScienceWorld: Is your Agent Smarter than a 5th Grader?(arxiv.org)
2 points by liamdgray 1y ago|1 comments
41.
by liamdgray 1y ago
Abstract: "Despite the surge of interest in autonomous scientific discovery (ASD) of software artifacts (e.g., improved ML algorithms), current ASD systems face two key limitations: (1) they largely explore variants of existing codebas
42.
CodeScientist: Automated scientific discovery system for code-based experiments(github.com)
15 points by liamdgray 1y ago|1 comments
43.
by liamdgray 2y ago
> Overall, it seems we are starting to recycle ideas because there isnt enough lit review and or mentoring from senior deep learning / ML folks who can quickly look at a paper and tell the author where the work has been already inve
44.
Synthetic-1: Scaling Distributed Synthetic Data Generation for VerifiedReasoning(primeintellect.ai)
1 points by liamdgray 2y ago|1 comments
45.
by liamdgray 2y ago
Original title, "SYNTHETIC-1: Scaling Distributed Synthetic Data Generation for Verified Reasoning," edited to fit HN's "title" length limit. From their blog post dated Feb. 6: "Today, we are excited to introdu
46.
by liamdgray 2y ago
Thanks for posting this. I had just ran across this one and wondered if I should post it myself. Came here to see if someone had. I'd gone looking for this after reading about DeepScaleR yesterday. I'm excited about the prospect o
47.
by liamdgray 2y ago
>>That placebo effect study is 20 years old. >Has it been contradicted anywhere? I don't see any other studies that have looked into it. Somewhat tangentially, and not specific to Parkinson's or DBS, but placebo has been
48.
by liamdgray 2y ago
Have you known anyone who received a ticket (citation) for "speeding" while driving?
49.
by liamdgray 2y ago
Yes. They had verbed it by the 12th century, according to: https://www.merriam-webster.com/dictionary/speed#word-histor...
50.
by liamdgray 2y ago
Abstract: "The Evidence Lower Bound (ELBO) is a widely used objective for training deep generative models, such as Variational Autoencoders (VAEs). In the neuroscience literature, an identical objective is known as the variational free
51.
A Prescriptive Theory for Brain-Like Inference(arxiv.org)
2 points by liamdgray 2y ago|1 comments
52.
by liamdgray 2y ago
I'm trying to combat disruptive chatter in K-12 classrooms.
53.
by liamdgray 2y ago
How about putting an electric terrarium heater mat under your keyboard? Might that help?
54.
by liamdgray 3y ago
Indeed that is what I understood to be one of the most common origins of surnames in the Western world generally. Given that, it was the intentional sarcasm in surname choice among some Dutch families in occupied Netherlands, circa 1811,
55.
by liamdgray 3y ago
Thanks for correcting me. Apparently, I was too quick to accept the first translation proposed by https://translate.google.com/?sl=en&tl=nl&text=monster&op=tr... And thanks to your Latin lesson, now I know that
56.
by liamdgray 3y ago
What does Monster mean in Dutch? It means the same, right? Once, I worked with a guy whose surname was Den Beste. When I asked him about it, he told me that the Dutch didn't have surnames until the occupying French did a census that re
57.
by liamdgray 3y ago
Why? Well, I'm considering using a LLM API to generate per-user custom code at runtime -- like a query builder that accepts plain English. The application involves filtering a data stream by the user's custom criteria. I'm n
58.
by liamdgray 4y ago
Thank you for explaining. But also: Many NPR stations air Radiolab, and that is where I, and probably GP, hear it.
59.
by liamdgray 5y ago
If you like this, you may love the two season series /Patriot/ on Amazon Prime Video.
60.
by liamdgray 5y ago
If you mean better, why not just say better? Using the word advanced implies that "progress" is monotonic, but you just gave an example of how it isn't. Some regressions may have seemed like advances at the time. We should pr

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