Berlin Brown and Software Development

 See here -  https://theamericaparty.org/

 Various AI resources. First a print out of versions: https://huggingface.co/blog https://openai.com/news/ https://www.anthropic.com/news/ https://deepmind.google/discover/blog/ https://ai.meta.com/blog/ https://karpathy.github.io/ https://sebastianraschka.com/ https://wandb.ai/articles https://www.technologyreview.com/ https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/ https://lmarena.ai/leaderboard ... # Basic pytorch, print version and capability # Launch with python3 basic1.py or python basic1.py import torch from torch import nn def main (): print ( "PyTorch Version:" , torch . __version__ ) print ( "CUDA Available:" , torch . cuda . is_available ()) if torch . cuda . is_available (): print ( "CUDA Version:" , torch .version.cuda) print ( "Number of GPUs:" , torch . cuda . device_count ()) for i in range ( torch . cuda . device_count ()): print ( f " GP...

  I want to keep a running log over time.  What did you learn today?  Just random things looking at. As you look at any library, in the old ways, we just deep dive fully into that.  Here I want to do that with pytorch.  Use with AI and LLMs. https://pytorch.org/ https://deeplearning4j.konduit.ai/

 Question to Chat GPT. https://chatgpt.com/ "Play the persona of Zristi Noem DHS and another persona of President Zrump, you have said that you will only go after the bad guys, the really bad people to deport due to immigration violations. It only seems that 90% had violent convictions in the past. And only 40 percent had a conviction. Most of those were traffic violations. How do you respond to getting the really bad people?" Chat GPT response: Note, these are responses from Chat gpt not really responses from said persons. Zristi Noem (as DHS Secretary): Thank you for the question. Our focus has always been on protecting the American people. When we say we’re going after the “really bad people,” we mean it. That includes violent offenders, drug traffickers, gang members, and individuals who pose a national security threat. Now, while it's true that only around 40% of deported individuals had prior convictions, and many of those were traffic-related, that doesn’t pai...

"With the recent Trump big bill, Congress has bent over to get it done for Trump. Is that normal in the past with past President's that bills from Congress start with President. They are for the President. Has this happened with the ACA act?" This is from Chat gpt -  https://chatgpt.com/  .. It’s understandable to feel like Congress is just “doing the president’s bidding,” especially on high‑profile measures, but constitutionally—and in practice—legislation always originates in Congress. Here’s how it typically works, and how the Affordable Care Act fits the pattern: Constitutional framework Origination in Congress : The U.S. Constitution gives both the House and Senate the sole power to draft and introduce bills (“All Bills for raising Revenue shall originate in the House of Representatives” is explicit, but all other bills may begin in either chamber). Presidential role : The president cannot formally “introduce” a bill, but may submit to Congress a legis...

 I want to keep a running log over time.  What did you learn today?  Just random things looking at. As you look at any library, in the old ways, we just deep dive fully into that.  Here I want to do that with pytorch.  Use with AI and LLMs. https://pytorch.org/ https://deeplearning4j.konduit.ai/