~/talk

Building Frontier Intelligence in the Open

on YouTube 11m
Talkat KubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 2026 · 2026-09-07..09-09· [machine-learning, open-source, large-language-models]

speaker

name:Mark Collier
x:ahcorporto

resources

video:https://youtu.be/DAS-mrer7Os
slides:none on file

summary

PyTorch Foundation now hosts six projects and PyTorch sees 44% contributor growth in one year while VLM grows 185%. Open models get day‑zero support for Kimiko 3, MiniMax and Twin 3.8. AMD takes an open MiniMax weight and improves throughput 11x in 19 days using the VLM stack. Shopify deploys agents that update model weights every day, reaching 2,000 requests per minute and cutting costs by 96%; PyTorch 2.14 adds more accelerator integrations.

AI-written summary · about

chapters (9)

  1. 0:00PyTorch Conference China intro
  2. 1:03PyTorch Foundation projects
  3. 2:25Open strategy with MiniMax
  4. 4:12Speed and continuous AI learning
  5. 6:18Shopify daily model updates
  6. 7:20Frontier intelligence beyond benchmarks
  7. 8:02Any model on any chip in any cloud
  8. 9:06New members and ecosystem growth
  9. 10:30Accelerator integration group

related talks

~/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.