Mastodawn

https://www.youtube.com/watch?v=sEC6R-2ZKk4

Robin C 1d ago

“Nobody gets old merely by number of years” - charming profile of 87 year old runner Shimei Nakaoji.

#running #ShortFilm #Japan

In Okinawa, 87 year old Shimei Nakaoji defies age by running daily in a reach towards eternal youth

YouTube

https://strava.app.link/f5pcpNcsPUb

moelholm🏃🏻‍♂️1d ago

🇫🇷 13K Trail run 🏃🏻‍♂️

Another lovely morning run in France 🤗

#running #trailrunning

4/n

Talk: https://youtu.be/5QcCeSsNRks?t=0

François Chollet: How We Get To AGI

YouTube

* Two types of abstractions
- Type-1: prototype/value-centric, continuous — transformer is good at this
- Type-2: program-centric abstraction/graphs, discrete/search — ???
- Type-2 is data efficient but test-time inefficient due to combinatorial explosion.

* Intelligent systems needs to combine Type-1 and 2 abstractions
- Type-2 can be guided by type-1
- Need global library of abstract subroutines

* The evolution of ARC benchmarks
- ARC-1: Prior-free reasoning tasks
- ARC-2: Compositional reasoning tasks
- ARC-3: Reasoning with interactive agency

* Intelligence implementation requires two components
- Abstraction acquisition
- Abstraction recombination (application)

François Chollet, creator of Keras and the ARC suite of AGI benchmarks, gave a very thoughtful talk on how we can actually get to #AGI:

* Intelligence is a process, not skills
- Intelligence is an efficient conversion from past experience to potential operating area
- AGI is not about automation, it’s about invention

* Three characterstics of intelligence
- Fluid intelligence
- Broad operational area
- Information-efficient program acquisition and synthesis

#AI #talk

Mark Holtom (aka Kingbeard)3d ago

François Chollet, creator of Keras and the ARC suite of AGI benchmarks, gave a very thoughtful talk on how we can actually get to #AGI:

* Intelligence is a process, not skills
- Intelligence is an efficient conversion from past experience to potential operating area
- AGI is not about automation, it’s about invention

* Three characterstics of intelligence
- Fluid intelligence
- Broad operational area
- Information-efficient program acquisition and synthesis

#AI #talk

* The evolution of ARC benchmarks
- ARC-1: Prior-free reasoning tasks
- ARC-2: Compositional reasoning tasks
- ARC-3: Reasoning with interactive agency

* Intelligence implementation requires two components
- Abstraction acquisition
- Abstraction recombination (application)