Dr. Bethany Lusch

Machine learning + science + supercomputers @Argonne

[Dr. Bethany Lusch @BethanyLusch]

Collected data from a nonlinear system?

Here's our new paper on mapping your data into a space where the dynamics are linear (thus easy). https://t.co/3sWwtnIXGl

[arxiv @arxiv_org]

Deep learning for universal linear embeddings of nonlinear dynamics. https://t.co/jimZMZS9gR

[Dr. Bethany Lusch @BethanyLusch]

Free opportunity for students!

[ALCF @argonne_lcf]

Join us on Tuesdays starting this February as we host an 8-week virtual training series to teach undergraduates and graduates the fundamentals of using world-class supercomputers to advance the use of AI for research.

Register: https://t.co/9iy9k3GOTw

[Konstantina Palla @konstantina_pll]

At NeurIPS, noticed increased student anxiety due to LLM focus & demand. As experienced attendees, let's guide & ensure diverse ML fields are represented. NeurIPS shouldn't just reflect trends but protect and lead the way for a comprehensive ML landscape. #NeurIPS2023

[Dr. Bethany Lusch @BethanyLusch]

I loved hearing about @irenetrampoline's work this morning! #NeurIPS2023 @WiMLworkshop

[Melanie Mitchell @MelMitchell1]

My latest Substack post:

Can Large Language Models Reason?

https://t.co/SLEXTgaTUL

[Carissa Véliz @CarissaVeliz]

"Ethical debt results from not considering possible negative consequences or societal harms. And with ethical debt in particular, the people who incur it are rarely the people who pay for it in the end."

By @cfiesler. #AIethics #digitalethics #llms #AI

https://t.co/yjVRVVpfyD

[Rachel Thomas @math_rachel]

Friends with no previous interest in AI ethics have been asking me about it recently, so I want to share several underlying concepts about AI & power that are important to understand. 🧵 1/

[MMitchell @mmitchell_ai]

New great piece from @Melissahei where she explains 3 serious security issues with modern chatbots -- and there aren't working solutions for them yet. https://t.co/KHNBDLzwpV

[Anna Mills, annamillsoer.bsky.social, she/her @AnnaRMills]

"Amid doomsaying pronouncements that the publishing industry is dead, we are proud to bring the written word into the future with revolutionary technology that delivers the one thing readers are most passionate about: efficiency." https://t.co/fcJjBhDSBW

[Dr. Bethany Lusch @BethanyLusch]

@peteskomoroch @dfgentile What is the right way?

[Dr. Bethany Lusch @BethanyLusch]

@Microsoft "Your scientists were so preoccupied with whether or not they could that they didn't stop to think if they should."

[Dr. Bethany Lusch @BethanyLusch]

"Microsoft is also starting with enterprise customers first before rolling it out to consumers."

I don't think most people are okay with it being super easy to cheat on essays. @Microsoft, are you discussing the impact on education with anyone?

https://t.co/FZMv7ReStf

[David Humphrey @humphd]

Feb 2023: "You may NOT use ChatGPT to write your essay..."

Mar 2023: "You may not use Word..."

"Copilot is integrated into...Microsoft 365 apps you use every day — Word, Excel, PowerPoint, Outlook, Teams and more"

https://t.co/lw6v3eZ5tB

[Dr. Bethany Lusch @BethanyLusch]

The language of the blog post is about work, but will Copilot be integrated into the home version? I sincerely hope not.

[David Humphrey @humphd]

Feb 2023: "You may NOT use ChatGPT to write your essay..."

Mar 2023: "You may not use Word..."

"Copilot is integrated into...Microsoft 365 apps you use every day — Word, Excel, PowerPoint, Outlook, Teams and more"

https://t.co/lw6v3eZ5tB

[Dr. Bethany Lusch @BethanyLusch]

Amaka Okafor & I are hiring a summer intern to work on supercomputer logs at @argonne_lcf. Relevant skills: Python & its standard numerical packages, data mining and data manipulation tools (preferably pandas & SQL), & deep learning packages. Please DM or email us for more info.

[Torsten Hoefler 🇨🇭 @thoefler]

As you're browsing through #NeurIPS2022 papers and posters and performance numbers, keep some fallacies of reporting in mind. Many issues arise at the intersection of #DeepLearning and #HPC in practice!

https://t.co/Sqf3i23Pkg

https://t.co/rleISOSGQ7

[Daniela Witten @daniela_witten]

I wrote a thing for @InstMathStat about my experience with impostor syndrome.

Full text available here: https://t.co/M67n03Gzxp

[ALCF @argonne_lcf]

Congratulations to the @argonne-led team for winning the Gordon Bell Special Prize for HPC-Based COVID-19 Research at #SC22 for "GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics." 👏👏👏

Check out their paper to learn more: https://t.co/0Gjj3T5xkR

[Dr. Bethany Lusch @BethanyLusch]

I also found that it wrote things that were at least subtly wrong if not complete nonsense when I asked about topics related to my research. I found myself thinking "is this method really relevant to ___?" Am I the confused one? No, it's wrong in ways that take time to figure out

[Michael Black @Michael_J_Black]

I asked #Galactica about some things I know about and I'm troubled. In all cases, it was wrong or biased but sounded right and authoritative. I think it's dangerous. Here are a few of my experiments and my analysis of my concerns. (1/9)

[Becca Willett @WillettBecca]

This unique program @UChicago is part of an engaged, cross-disciplinary AI and science community that includes @DSI_UChicago, @argonne, @Fermilab, @MBLScience, @UChicagoPSD, @bsdpostdoc, and @UChicagoPME.

[Dr. Bethany Lusch @BethanyLusch]

.@jtchil0 and I explaining AI

[Argonne National Lab @argonne]

What is artificial intelligence??? 🤔

Argonne’s #Science101 series breaks down complex concepts.

In this short video, Argonne computer scientists Bethany Lusch and Taylor Childers take us back to the basics and explain the what and the how of AI
https://t.co/dzXxwF6dUo

[Dr. Bethany Lusch @BethanyLusch]

Great advice!

[Daniela Witten @daniela_witten]

My COPSS interview in @AmstatNews @InstMathStat with shout outs to @robtibshirani @GarethMJam @HastieTrevor @mslaylap @BhramarBioStat @francescadomin8 @AmyDWillis @uwstat @UWBiostat and others not on twitter