In BriefAfter Facebook researchers discovered their artificiallyintelligent chatbots created a new language to more efficientlynegotiate, they decided to tweak the systems to require that theyuse English. This raises the question of whether the "new language"should be allowed it it means the systems would be better equippedto meet their goals. A Secret Language
While developing negotiating chatbot agents, researchers at theFacebook Artificial Intelligence Research (FAIR)lab noticedback in Junethat the artificially intelligent (AI) bots had spontaneously developed their own non-human language.
In a reportexplaining their research, they noted that this development spawned from the systems goal of improving their negotiation strategies the system of code words they started to use were clearly designed to maximize the efficiency of their communication.
Although the bots started out speaking English, the researchers realized they failed to provide a reward for speaking English. In other words, the systems had no reason to stick to English as it didnt contribute to their end goal of becoming more efficient negotiators.In fact, the systems had multiple incentives to veer away from the language, the same way communities of humans with expertise or niche knowledge create and use shorthand to discuss complex ideas more quickly or efficiently.
In that sense, the behavior should have been predictable. It was, in some sense, a very human adaptation as it was designed to enhance performance and minimize effort something the human brain excels at.
As they explained in their June post, the researchers could decode the new language with fairly little trouble as it was still English-based, but they could never be certain that their translations were 100 percent correct.Its important to remember, there arent bilingual speakers of AI and human languages, FAIRs Dhruv Batra told Fast Code Design.This new language also didnt serve the purpose of the research. Our interest was having bots who could talk to people, explained Mike Lewis, a research scientist at FAIR.
In the end, the researchers decided to tweak the agentsto avoid this drifting away from English.
The initial spontaneous development of the independent language highlights how much we still dont understandabout AIs, which is a huge part of the debate regarding AI research. AI could undoubtedly help us, and very few dispute that the technology is here to stay. However, the way we prepare for a world shared with AI, and whether or not that world will be safe for humans, is hotly debated.
To be sure, much AI-related fear is based more in science-fiction than fact. According Nigel Shadbolt, Oxford professor of artificial intelligence and chairman of the Open Data Institute, We most certainly need to consider the restraints and safeguards that we need to engineer into the hardware, software, and deployment policies of our current AI systems. But the next self-aware computer you encounter will only be appearing at a cinema near you.
The language issue cropping up at FAIR and elsewhere appears to fall squarely within the realm of restraints and safeguards. Should we allow AIs to develop task-specific dialectsif they improve performance, knowing it would mean we couldnt truly understand what they were saying?
Many experts urge that we err on the side of caution. Georgia Tech AI researcher Mark Riedl told Future of Life that AIs trained to optimize rewards could eventually come to see humans as a threat to their optimization plans.
Perhaps the most vocal warnings about AI advancing too quickly have come from Elon Musk and Stephen Hawking. One of the most salient points in their arguments is that by the time we perceive a risk, it may be too late. That may be the best argument of all for shutting down the chatter in a project like this.
See the article here:
Facebook's Language-Creating AI Bots Are Now Required to Negotiate in English - Futurism
- Futurist Serata featuring artist Luca Buvoli at Brown (Nov. 20) [Last Updated On: November 7th, 2009] [Originally Added On: November 7th, 2009]
- FUTUR1SM00GGI [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- ‘Futurism on Film’ Series this month in NYC [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Schedule of Futurist Events in NYC (PERFORMA 09: Nov 1-22) [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- ‘Futurismo/Futurizm: The Futurist Avant-Garde in Italy and Russia’ (Nov. 13 + 14) [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- ‘Beyond Futurism: F.T. Marinetti, Writer’ conference at Columbia (Nov. 12+13) [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Futurism and Cars at the Museo Nicolis [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- MoMA Film Series Marks Centenary of Futurism with Films [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- ‘Bergson+Futurism. Speed in thought’ - Madrid (Nov. 5) [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- ‘The Future in Five Senses: Echoes of Italian Futurism in New York Architecture and Design’ Nov. 16th NYC [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- New World-Wide Climate Treaty in 2010 More Likely [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Tar Sands CCS Myth Shattered [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Smart Grid and Smart Meters Get Big Grants [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Pollution Makes Methane Even More Dangerous [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Climate Change Bill Hearing Video [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- New Satellite to Monitor Water and Plant Growth [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Spiritual Battle Awaits the Deniers and Skeptics [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Effects of Climate Change are Observed World-Wide [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Get Yer Global Warming Science Here [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- TckTckTck Wake up Call — Delay Kills [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Canada’s Awful Gold Rush [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Climate Change Talks Spark Global Backlash by Businesses [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- World May Need Extra Year for Climate Treaty [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Senator Boxer Moves Climate Bill Despite Republican Obstructionism [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Lights out for incandescent lights? [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Sutures from Bacteria [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Remote-Controlled Pigeons [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Apple Announces iPhone Release Date [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- UK Government Envisions a Grim Future [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Top Ten Emerging Technologies for the Environment [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- DIY Mobile Networks [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Stem-Cell Treatment Cures Type 1 Diabetes [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Is Tesla Getting the Electric Car Right? [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- The Future of TV News [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Bruce Sterling on Earth-Friendly Pervasive Computing [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- First Step Toward Organ Regeneration in Humans [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- IBM's "Five in Five" [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Outsourced Journalism [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Is True Global Democracy the Next Great Political Movement? [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- The Risks of Autonomous Robots [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Microsoft Introduces "Tabletop" PC [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Britain Piloting First Biofueled Train [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Self-Healing Plastic [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Bird Population Falls Over Past 40 Years [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- The iPhone Revolution? [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- The End of "Cheap Food"? [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- How to Stop -- Or Live With -- Global Warming [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- MIT Demonstrates "Wireless Electricity" [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Unintended Consequences of Biofuels [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Time to Focus on the Big Picture in Copenhagen [Last Updated On: December 12th, 2009] [Originally Added On: December 12th, 2009]
- Protests in Copenhagen [Last Updated On: December 12th, 2009] [Originally Added On: December 12th, 2009]
- Mario Guido Dal Monte exhibit [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Futurism News Bulletin, xvi [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Viva il Futurismo! (video trailer) [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- 3 exhibits in Gorizia! [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Forthcoming: ‘Antidiets of the Avant-garde’ by Cecilia Novero [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Pubblicità e propaganda. Ceramica e grafica futuriste at the Wolfsoniana [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Balla’s home scheduled to open in 2010 [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Futurismo a Savona [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- ‘Zang Sud Sud’, Cosenza [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Conference in Rome (Dec. 10) [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Climate Hackergate: A Well-Orchestrated Campaign of Harassment [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- The Sad Story of Cap and Trade [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- How to Waste Trillions on Capturing Carbon [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Smack the Email Hack Attack [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- EPA About to Declare CO2 a Public Danger [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Copenhagen Summit Starts with Virtually There Media [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Climate Scientist Gets Blunt on Trading Scheme [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- One Climate Change Editorial in 56 Newspapers, 45 Countries [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- This Decade Will be Hottest Ever on Record [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Divide and Conquer [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Leave the Coal in the Hole! [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- COP15: Two Agreements Coming [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Climate and Copenhagen News December 10 [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Sea Level Already Rising on Atlantic Coast [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- ‘Umbria Veloce’ in Perugia [Last Updated On: December 14th, 2009] [Originally Added On: December 14th, 2009]
- An Instable CO2-Filled Ocean [Last Updated On: December 14th, 2009] [Originally Added On: December 14th, 2009]
- ‘Futurismi a Ravenna’ opens Dec. 19 [Last Updated On: December 15th, 2009] [Originally Added On: December 15th, 2009]
- ‘Futurism and the Technological Imagination’ – 30% discount until Jan. 15 [Last Updated On: December 15th, 2009] [Originally Added On: December 15th, 2009]
- Protecting Our Lungs at Copenhagen [Last Updated On: December 15th, 2009] [Originally Added On: December 15th, 2009]