Difference between revisions of "Artificial Intelligence"
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===Neural Nets=== | ===Neural Nets=== | ||
| − | Still the most popular, they appear | + | Still the most popular, they appear to have reached a limit in what they can explain about human intelligence. Perhaps we need to add compassion and common sense back in. |
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| + | The theory of neural nets has been started by <ref>https://www.quantamagazine.org/foundations-built-for-a-general-theory-of-neural-networks-20190131/</ref> | ||
===Libratus=== | ===Libratus=== | ||
Revision as of 09:47, 1 February 2019
Contents
Full Title or Meme
Intelligence without human vindictiveness or human compassion.
Context
- Artificial General Intelligence redirects here. In this context Intelligence relates primarily to Identity Knowledge, but that has many general aspects.
- Some people think that Artificial Intelligence must needs be cold or sterile, but we have plenty of evidence that is not so.
- Elisa
- Alexa
Problems
- Humans seem to not be able to use Intelligent Design alone to fashion Artificial Intelligence. In fact researchers continue to go back to nature and human functioning for inspiration and even for algorithms.
- Training an Artificial Intelligence with human behaviors will result in unacceptable behavior by the Artificial Intelligence.
- Microsoft released Tay,[1] a web robot (bot) to respond to tweets and chats[2] in May 2016. The result was disastrous as Tay learned to be racist from its all-too-human trainers and was shut down in days.
- Google has been plagued with reports and legal action on its search results nearly continuously since it was introduced; the latest from the president, Donald Trump accusing it of favoritism to leftist causes.[3] Researcher Safiya U. Noble has written a book[4] mostly complaining that all-too-human programmers injected their own prejudices into their work. What else could he expect of humans, to rise above them selves, whatever that might mean in terms of free speech or freedom of religion?
- The page Right to be Forgotten describes an effort in Europe to teach the search engines to with-hold information about people that they don't like by collecting all of the information that they don't like. Be careful what you ask your Artificial Intelligence to do for you; it might just spill the beans some day, perhaps under court order.
- In the movie "Blade Runner 2049" the protagonist's AI girl friend asks to have her memory wiped so that the police cannot compel her to testify against him. One would hope that our future AIs will be that compassionate towards us; but that compassionate behavior will probably be illegal.
Solutions
Neural Nets
Still the most popular, they appear to have reached a limit in what they can explain about human intelligence. Perhaps we need to add compassion and common sense back in.
The theory of neural nets has been started by [5]
Libratus
Libratus did not use expert domain knowledge, or human data that are specific to [the game domain]. Rather, the AI was able to analyze the game's rules and devise its own strategy. The technology thus could be applied to any number of imperfect-information games. Such hidden information is ubiquitous in real-world strategic interactions, including business negotiation, cybersecurity, finance, strategic pricing and military applications.[6]
Alpha Zero
After successfully defeating the best human GO play, the Google Deep Mind project Alpha Go was generalized into a far simpler version Alpha Zero[7] that was just given the rules of the game, whether Go or Chess, and allowed to play against another instance of itself until it had mastered the subject to be able to beat any existing computer model. Garry Kasparov, the world chess said that Alpha Go developed a style of play that "reflects the truth" of the game rather than "the priorities and prejudices of programmers." That pretty much ends the discussion about the superiority of "Intelligent Design" which turns out to be just another myth that humans tell about themselves and their anthropomorphic gods.
References
- ↑ Peter Lee, Learning from Tay’s introduction. (2016-05-25) https://blogs.microsoft.com/blog/2016/03/25/learning-tays-introduction/
- ↑ Sarah Parez, Microsoft silences its new A.I. bot Tay, after Twitter users teach it racism. (2018-03-24) Tech Crunch https://techcrunch.com/2016/03/24/microsoft-silences-its-new-a-i-bot-tay-after-twitter-users-teach-it-racism/
- ↑ Farhad Manjoo, Search Bias, Blind Spots And Google. (2018-08-31) New York Times p. B1
- ↑ Safiya U. Noble, Algorithms of Oppression: How Search Engines Reinforce Racism. (2018-02-20) ISBN 978-1479849949
- ↑ https://www.quantamagazine.org/foundations-built-for-a-general-theory-of-neural-networks-20190131/
- ↑ Byron Spice, CSD's Sandholm, Brown To Receive Minsky Medal. (2018-11-06) Carnegie-Mellon News https://www.cmu.edu/news/stories/archives/2018/november/minsky-medal.html
- ↑ Steven Strogatz, One Giant Step for a Chess-Playing Machine. (2018-12-26) New York Times https://www.nytimes.com/2018/12/26/science/chess-artificial-intelligence.html
