~/talk

The impact of Generative AI in different industries

Talkat Women in ML Symposium 2023 · on Thursday, 2023-12-07· [machine-learning]
links:none on file
links:none on file
links:none on file
name:Wei Xiao
links:none on file
slides:none on file

Panel gives concrete takeaways: Adobe reports 3 billion images generated since March and Photoshop’s Generative Fill becomes its top feature, Firefly adds vector and layered editable outputs; infrastructure notes include H100 with 900 GB/s NVLink/InfiniBand and GPU-optimized stacks (NeMo) powering partners and startups like Together AI’s $100M raise; common failures are hallucination, copyright and bias risks, and costly compute; practical fixes shown are licensed-training-data + indemnification, topical/safety/security guardrails, retrieval-augmented grounding, and on‑device/privacy deployment strategies.

AI-written summary · about

  1. 0:00Introduction
  2. 0:27What is Generative AI
  3. 5:58Ethical Considerations
  4. 8:16Challenges and Limitations
  5. 11:01Generative AI in Healthcare
  6. 13:33Data Privacy and Security
  7. 15:49Creative Industry
  8. 18:44Creative Challenges
  9. 21:17Use Cases
  10. 25:14Infrastructure
  11. 30:42Safety and Bias
  12. 34:37Regulation
  13. 37:31Model Quality
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.