ULTRA-condensed knowledge

Opportunity, There is a solid path to general AI

Reinforcement learning, a branch of AI that is based on reward maximization, can lead to the development of artificial general intelligence.

Lesson learned, Decades-long chase to create artificial intelligence

In their decades-long chase to create artificial intelligence, computer scientists have designed and developed all kinds of complicated mechanisms and technologies to replicate vision, language, reasoning, motor skills, and other abilities associated with intelligent life.

Lesson learned, Brilliant progress but far from general intelligence

While these efforts have resulted in AI systems that can efficiently solve specific problems in limited environments, they fall short of developing the kind of general intelligence seen in humans and animals.

Opportunity, A simple but powerful principle: reward maximization

Scientists at U.K.-based AI lab DeepMind argue that intelligence and its associated abilities will emerge not from formulating and solving complicated problems but by sticking to a simple but powerful principle: reward maximization.

Lesson learned, The inspiration is well founded

The inspiration from studying the evolution of natural intelligence as well as drawing lessons from recent achievements in artificial intelligence.

“genioux fact fast solution" condensed as an image

Condensed knowledge

Classical CONTEXT of the Digital Age

CONTEXT the Golden Knowledge Path ("GKPath") digital highway

"genioux facts", the online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, builds The Golden Knowledge Path (GKPath) to accelerate everyone's success in the digital age.

The inverted mini pyramid of knowledge that is essential to travel on the Golden Knowledge Path ("GKPath") highway.

g-f(2)256 The Big Picture of the Digital Age (5/2/2021), geniouxfacts, The fundamental knowledge mini-pyramid for traveling on the "GKPath" highway.

g-f(2)261 The Big Picture of the Digital Age (5/5/2021), geniouxfacts, You are unique. Grow without limits in the digital age.
g-f(2)257 The Big Picture of the Digital Age (5/3/2021), geniouxfacts, At any moment you take the fastest path (GKPath) to your greatness.
g-f(2)254 The Big Picture of the Digital Age (5/1/2021), geniouxfacts, The Golden Knowledge Path (GKPath) to accelerate everyone's success.
g-f(2)260 The Big Picture of the Digital Age (5/4/2021), geniouxfacts, Alerts, Warnings and Relevant Lessons Learned Traveling at High Speed on GKPath.

Multiple updates for those traveling at high speed on GKPath

Multiple updates (6/14/2021) for those traveling at high speed on GKPath!

Opportunity, There is a solid path to general AI

Reinforcement learning, a branch of AI that is based on reward maximization, can lead to the development of artificial general intelligence.

Lesson learned, Decades-long chase to create artificial intelligence

In their decades-long chase to create artificial intelligence, computer scientists have designed and developed all kinds of complicated mechanisms and technologies to replicate vision, language, reasoning, motor skills, and other abilities associated with intelligent life.

Lesson learned, Brilliant progress but far from general intelligence

While these efforts have resulted in AI systems that can efficiently solve specific problems in limited environments, they fall short of developing the kind of general intelligence seen in humans and animals.

Opportunity, A simple but powerful principle: reward maximization

Scientists at U.K.-based AI lab DeepMind argue that intelligence and its associated abilities will emerge not from formulating and solving complicated problems but by sticking to a simple but powerful principle: reward maximization.

Lesson learned, The inspiration is well founded

The inspiration from studying the evolution of natural intelligence as well as drawing lessons from recent achievements in artificial intelligence.

Category 2: The Big Picture of the Digital Age

[genioux fact deduced or extracted from VB]

This is a “genioux fact fast solution.”

Tag Multiple updates for those traveling at high speed on GKPath

Type of essential knowledge of this “genioux fact”: Essential Analyzed Knowledge (EAK).

Type of validity of the "genioux fact".

Inherited from sources + Supported by the knowledge of one or more experts + Supported by research.

Authors of the genioux fact

Fernando Machuca

References

DeepMind says reinforcement learning is ‘enough’ to reach general AI, Ben Dickson, June 9, 2021, VentureBeat, VB.

ABOUT THE AUTHORS

Ben Dickson

Ben Dickson is a software engineer and the founder of TechTalks, a blog that explores the ways technology is solving and creating problems. He writes about technology, business and politics. Follow him on Twitter: @BenDee983.

VentureBeat

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