This presentation was recorded at Trifork's Code Evolution 2024.
trifork.info/code-evolution-2024
Peben Thorø - CTO of Trifork Switzerland
RESOURCES
www.edureka.co/blog/ai-vs-mac...
www.verywellmind.com
themaninblue.com
datahacker.rs
ABSTRACT
The human brain is a 20 w computer running at a clock frequency of 0.0000002 GHz. We are struggling hard to mimic it with AI running on state-of-the-art hardware in the largest data centers you can imagine.
In just 30 minutes I will explain what AI with neural networks really is, how it works, and why the LLMs and generative AI solutions which have recently overwhelmed us are not black magic at all. [...]
TIMECODES
00:00 Intro
00:16 Agenda
00:42 Basics of neural networks
03:09 Exercise
06:32 How we perceive the world around us
10:03 Recognizing features in images
19:05 Learning text rules
22:33 GPT-x (and ChatGPT)
31:00 Summary
33:02 Outro
Download slides and read the full abstract here:
trifork.info/code-evolution-2024
RECOMMENDED BOOKS
J. Richard Eiser • Attitudes, Chaos and the Connectionist Min • amzn.to/3KDxYXY
T. Horgan & J. Tienson • Connectionism and the Philosophy of Mind • amzn.to/4bhiaoN
J. Peek, S. Powers, T. O'Reilly, M. Loukides • Unix Power Tools • amzn.to/3VHsalt
Jeffrey Friedl • Mastering Regular Expressions • amzn.to/4ep6DXd
Eric Evans • Domain-Driven Design • amzn.to/3tnGhwm
Martin Fowler • Refactoring • amzn.to/3EVcHXQ
Andy Hunt • Pragmatic Thinking and Learning • amzn.to/3Vf7vog
/ gotocon
/ goto-
/ goto_con
/ gotoconferences
#GenAI #NeuralNetworks #Trifork #GestaltPsychology #ChatGPT #DeveloperProductivity #PromptEngineering #PrebenThoroe
Looking for a unique learning experience?
Attend the next GOTO conference near you! Get your ticket at gotopia.tech
Sign up for updates and specials at gotopia.tech/newsletter
SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily.
kzfaq.info...