finishing news from NeurIPS 2023, delivering AI Assistants, dearraying update, publication models, publisher's approach to LLMs.

Journal Club

Finish last week's NeurIPS 2023 report by Jeya (take your time)

https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops 

https://www.epfl.ch/labs/mlo - Machine Learning and Optimization Laboratory at EPFL Lausane

https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2023.1219111/full <-- federated learning for rare cancers

Preprint dynamics

for example https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593073 

Papers of note on LLM:

• NEJM cheering LLMs in: https://ai.nejm.org/doi/full/10.1056/AIe2300128 [Pete]

• Humans beaten at their game (diagnostics, part 2 ;-) ): https://jamanetwork.com/journals/jamapediatrics/article-abstract/2813283 [Adalberto]

• Gapstur SM et al. The IARC Perspective on Alcohol Reduction or Cessation and Cancer Risk. N Engl J Med. 2023 [Stephen]

Hackathon

Delivering AI Assistants

recall last FAIR Friday, and the use of https://platform.openai.com/playground , can/should we poxy governance?

Google Cloud

https://carah.io/hhssymposium

Preprint dynamics

for example https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593073 

DeArraying update

Creating standards, acting on them remotely [Aaron]

Unstyled CSS / headless UIs

We've talked about this in the context of delivering embeddable applications (quest, trackers, ROCs, etc). Here's an example: https://headlessui.com

Strategic planning

<keep thinking and voicing your opinions, the intersection with federated learning and FAIR have emerged at the intersection>