Wednesday, February 24, 2021
  Rare common sense about common sense

Via ScienceDaily, a study that separates FACT knowledge from SKILL knowledge properly.
"Current machine text-generation models can write an article that may be convincing to many humans, but they're basically mimicking what they have seen in the training phase," said Lin. "Our goal in this paper is to study the problem of whether current state-of-the-art text-generation models can write sentences to describe natural scenarios in our everyday lives."

Specifically, Ren and Lin tested the models' ability to reason and showed there is a large gap between current text generation models and human performance. Given a set of common nouns and verbs, state-of-the-art NLP computer models were tasked with creating believable sentences describing an everyday scenario. While the models generated grammatically correct sentences, they were often logically incoherent.

For instance, here's one example sentence generated by a state-of-the-art model using the words "dog, frisbee, throw, catch":

"Two dogs are throwing frisbees at each other."

The test is based on the assumption that coherent ideas (in this case: "a person throws a frisbee and a dog catches it,") can't be generated without a deeper awareness of common-sense concepts. In other words, common sense is more than just the correct understanding of language -- it means you don't have to explain everything in a conversation. This is a fundamental challenge in the goal of developing generalizable AI -- but beyond academia, it's relevant for consumers, too.
This also applies to the deification of theory among "human" scientists. As every branch of science departs from PHYSICAL experience, theories become weirder and crazier and more murderous. 100 years ago, theorists like Lodge and Faraday and Ayrton worked constantly with REAL PHYSICAL EQUIPMENT, and depended on close teamwork with mechanics who could build and maintain the REAL PHYSICAL EQUIPMENT.

When every idea is applied directly to Nature, Nature will TELL you which ideas are sensible. ... but you need to LISTEN as well, and you need to break out of Parkinson. You need to use negative feedback, not positive feedback. With negative feedback, constant failure tells you to stop and try something different. With positive feedback, constant failure tells you to try the same shit EVEN HARDER AND BIGGER.

The omnicidal "physicists" at LHC are using positive feedback. Their attempts to obliterate the universe just go on and on and on. They never find the mythical unicorns they're supposedly looking for. Every failure becomes an urgent requirement for more speed, more energy, more staff, more funding.

Common sense and physical reality should tell you when to stop. If the unicorn is a real part of Nature, you should be able to find it at ordinary scales and ordinary energies. If you have to use energies trillions of times beyond anything in Nature, you're not going to find a unicorn that occurs in Nature.

NEGATIVE FEEDBACK IS LIFE. POSITIVE FEEDBACK IS DEATH.

Labels:

 


<< Home

blogger hit counter
My Photo
Name:
Location: Spokane

The current icon shows Polistra using a Personal Equation Machine.

My graphics products:

Free stuff at ShareCG

And some leftovers here.

ARCHIVES
March 2005 / April 2005 / May 2005 / June 2005 / July 2005 / August 2005 / September 2005 / October 2005 / November 2005 / December 2005 / January 2006 / February 2006 / March 2006 / April 2006 / May 2006 / June 2006 / July 2006 / August 2006 / September 2006 / October 2006 / November 2006 / December 2006 / January 2007 / February 2007 / March 2007 / April 2007 / May 2007 / June 2007 / July 2007 / August 2007 / September 2007 / October 2007 / November 2007 / December 2007 / January 2008 / February 2008 / March 2008 / April 2008 / May 2008 / June 2008 / July 2008 / August 2008 / September 2008 / October 2008 / November 2008 / December 2008 / January 2009 / February 2009 / March 2009 / April 2009 / May 2009 / June 2009 / July 2009 / August 2009 / September 2009 / October 2009 / November 2009 / December 2009 / January 2010 / February 2010 / March 2010 / April 2010 / May 2010 / June 2010 / July 2010 / August 2010 / September 2010 / October 2010 / November 2010 / December 2010 / January 2011 / February 2011 / March 2011 / April 2011 / May 2011 / June 2011 / July 2011 / August 2011 / September 2011 / October 2011 / November 2011 / December 2011 / January 2012 / February 2012 / March 2012 / April 2012 / May 2012 / June 2012 / July 2012 / August 2012 / September 2012 / October 2012 / November 2012 / December 2012 / January 2013 / February 2013 / March 2013 / April 2013 / May 2013 / June 2013 / July 2013 / August 2013 / September 2013 / October 2013 / November 2013 / December 2013 / January 2014 / February 2014 / March 2014 / April 2014 / May 2014 / June 2014 / July 2014 / August 2014 / September 2014 / October 2014 / November 2014 / December 2014 / January 2015 / February 2015 / March 2015 / April 2015 / May 2015 / June 2015 / July 2015 / August 2015 / September 2015 / October 2015 / November 2015 / December 2015 / January 2016 / February 2016 / March 2016 / April 2016 / May 2016 / June 2016 / July 2016 / August 2016 / September 2016 / October 2016 / November 2016 / December 2016 / January 2017 / February 2017 / March 2017 / April 2017 / May 2017 / June 2017 / July 2017 / August 2017 / September 2017 / October 2017 / November 2017 / December 2017 / January 2018 / February 2018 / March 2018 / April 2018 / May 2018 / June 2018 / July 2018 / August 2018 / September 2018 / October 2018 / November 2018 / December 2018 / January 2019 / February 2019 / March 2019 / April 2019 / May 2019 / June 2019 / July 2019 / August 2019 / September 2019 / October 2019 / November 2019 / December 2019 / January 2020 / February 2020 / March 2020 / April 2020 / May 2020 / June 2020 / July 2020 / August 2020 / September 2020 / October 2020 / November 2020 / December 2020 / January 2021 / February 2021 / March 2021 / April 2021 /


Major tags or subjects:

Carbon Cult
Carver
Constants and variables
Defensible Cases
Defensible Times
Defensible Thymes
Defensible Spaces
Equipoise
Experiential education
From rights to duties
Grand Blueprint
Metrology
Morsenet of Things
Natural law = Sharia law
Natural law = Soviet law
Shared Lie
Skill-estate
Trinity House

Powered by Blogger