kk58

6 ms·

1.
by kk58 10mo ago
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5409063 AI for science is much bigger than RL or Generative AI in science. There are several classes of models Like operator learning, physics informed neural network
2.
by kk58 11mo ago
Im curious I've seen very different results for automation of business processes. Could you share an example of what you're dealing with?
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by kk58 11mo ago
Does this work on mac
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by kk58 1y ago
What's the angle you're thinking?
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by kk58 1y ago
Reasoning models aren't really reasoners, its basically neural style transfer protocol where you force a model "decoder" to emit tokens in a style that appears to be Reasoning like a deductive thinking.
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by kk58 2y ago
Curious what's your questions that's really unanswered?
7.
"Language Models Can Solve Engineering Optimization Problems"(sciencedirect.com)
2 points by kk58 2y ago|1 comments
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by kk58 2y ago
Using LLMs as Optimizers: A new population-based method called LEO that leverages large language models for numerical optimization tasks like nozzle shape and windfarm layout design. Shows comparable results to traditional methods while hig
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by kk58 2y ago
classic NN takes a vector of data through layers to make a prediction. Backprop adjusts network weights till predictions are right. These network weights form a vector, and training changes this vector till it hits values that mean "tr
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by kk58 2y ago
Very curious, we are getting good results with PiNN and operators, what's your domain?
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by kk58 2y ago
Doesn't even work. 500 error
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How well can LLM with evolutionary comp do blackbox optimization?(arxiv.org)
2 points by kk58 2y ago|0 comments
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by kk58 3y ago
LLM are fundamentally stateless. The exoskeleton of agents is essentially a work around to enable a state that resides externally to a LLM. This is required in some manner for creating an agent. Task oriented agents require reasoning and pl
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by kk58 3y ago
The hallucination may not be a bug but a form regularisation that will helps sample behaviour and that itself might be of great use as it might act as a proxy for focus groups
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by kk58 3y ago
Interesting what kind of toxic politics and what were the greener pastures for such scientific minds
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by kk58 3y ago
Great stuff
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by kk58 3y ago
Honestly the conversation of AI researchers on climate science seems so superficial and removed from reality of climate change. It's like they are trying to solve a drought by capturing condensation on a glass of cold beer. https:&#x2
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by kk58 3y ago
Check out nplan.com use AI for planning
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by kk58 3y ago
App doesn't work at all
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by kk58 3y ago
Agree. So attention is like hierarchy of graphs where nodes are tokens and edges are attention scores per head. Now what's trippy is this node has position data. So node feature and position it appears is used to create a operator tha
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by kk58 3y ago
In CNN the layers seem to learn geometric primitive and deeper layers seem to learn more complex geometric patterns loosely speaking. In transformer what do query key matrices learn? How are their weights somehow working to extract context
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by kk58 3y ago
Doesn't work
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by kk58 3y ago
Perhaps it's time to call this synthetic intelligence instead of AI which has an implicit understanding of an alternative method to construct a human like AI. What is clear is that on this earth itself we have cetacean, corvid, cephalo
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by kk58 3y ago
Try harder the racism feels underpowered
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by kk58 4y ago
How does your model illustrate specific feature combination for deep learning models - let's say instance segmentation
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by kk58 4y ago
Doesn't work.
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by kk58 4y ago
Hackernnews needs more diversity:p This problem is studied in industrial ecology literature and complex networks related research. I'm working on this.DM me if you're interested
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by kk58 4y ago
To be honest, the customer service and as super poor and the CEO was not interested in having conversations with a potential customer also they missed out the graph analytics train which was very surprising
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by kk58 4y ago
Philip toshio sudo The art of zen guitar This is a book on how to learn anything and nothing really about guitar. It distills the zen approach to life in a very usable way. I made a major career shift to ML research using the lessons I lea
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by kk58 4y ago
I was looking at a similar approach, my question is how do parameterize the manifold and how do you map points on the manifold if it's irregular -think filamentous, so that path trace can be done And in general this is a question of in

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