Skip to content
Notes from the field

Notes from the field

Self-driving cars are headed toward an AI roadblock

Self-driving cars are headed toward an AI roadblock

Self driving cars always seem to be "tomorrow's promise". One major reason is the way that machine learning struggles with "generalising" from more specific data. A child doesn't need to be shown every possible type of chair to learn what a chair is – but throw a few pixels out and your CNN is likely to miscategorise that wolf as a bear (https://rob.al/2u3owoW), which could have catastrophic consequences, especially if the knowledge is used maliciously. The Verge is asking whether this limit on capability is leading to a dead end – without significant progress in generalisation driving may be simply too unpredictable to be achieveable
https://rob.al/2z7dswK
Skeptics say full autonomy could be farther away than the industry admits

Share this:

  • Click to email a link to a friend (Opens in new window)
  • Click to share on Facebook (Opens in new window)
  • Click to share on LinkedIn (Opens in new window)
  • Click to share on Twitter (Opens in new window)
  • Click to share on WhatsApp (Opens in new window)
2018-07-03

linkedin cross-post

Post navigation

PREVIOUS
Luxury goods makers confront rise of the robot
NEXT
Alibaba Debuts ‘AI Copywriter’ | Alizila.com
Comments are closed.

Archives

The standard disclaimer…

The views, thoughts, and opinions expressed in the text belong solely to the me, and not necessarily to the my employer, organization, committee or other group that I belong to or am associated with.

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
© 2023 Rob Aleck, licensed under CC BY-NC 4.0
Go to mobile version