Google Warns Artificial Intelligence Is Not Without Its Dangers

Google Warns Artificial Intelligence Is Not Without Its Dangers
SHARE
THIS



Worried that the Google Brain might eventually get a mind of its own? Don’t worry, so is the Google Brain – or at least its human analogue.

In a company blog, Chris Olah, Google Research revealed that the software giant “… is thinking through potential challenges and how best to address any associated risks” with artificial intelligence along with scientists from OpenAI, Stanford and Berkeley.

Together, the parties have produced an initial technical paper called Concrete Problems in AI Safety

Olah’s blog described the following five problems as forward thinking, long-term research questions. He said they are “minor issues today, but important to address for future systems”.

  • Avoiding Negative Side Effects: How can we ensure that an AI system will not disturb its environment in negative ways while pursuing its goals? For example, a cleaning robot knocking over a vase because it can clean faster by doing so.
  • Avoiding Reward Hacking: How can we avoid gaming of the reward function? For example, we don’t want this cleaning robot simply covering over messes with materials it can’t see through.
  • Scalable Oversight: How can we efficiently ensure that a given AI system respects aspects of the objective that are too expensive to be frequently evaluated during training? For example, if an AI system gets human feedback as it performs a task, it needs to use that feedback efficiently because asking too often would be annoying.
  • Safe Exploration: How do we ensure that an AI system doesn’t make exploratory moves with very negative repercussions? For example, maybe a cleaning robot should experiment with mopping strategies, but clearly it shouldn’t try putting a wet mop in an electrical outlet.
  • Robustness to Distributional Shift: How do we ensure that an AI system recognises, and behaves robustly, when it’s in an environment very different from its training environment? For example, heuristics learned for a factory workfloor may not be safe enough for an office.

“While possible AI safety risks have received a lot of public attention, most previous discussion has been very hypothetical and speculative,” wrote Olah. “We believe it’s essential to ground concerns in real machine learning research, and to start developing practical approaches for engineering AI systems that operate safely and reliably.”

This article originally appeared on B&T’s sister business site www.which-50.com

Please login with linkedin to comment

cigarettes einsights PRIA

Latest News

Verizon Media Academy Ends For 2021 With Youth Charity Pitch-Off
  • Advertising
  • Media

Verizon Media Academy Ends For 2021 With Youth Charity Pitch-Off

Verizon Media’s talent program has come to an end for the third year, closing with a hybrid pitch-off event for Musicians Making A Difference (MMAD). The Verizon Media Academy class of 2021, made up of 44 emerging leaders from across Australia and New Zealand media, advertising and marketing industry, were given just one hour to […]

Industry’s Gamers Unite For UnLtd’s Virtual Rocket League Comp
  • Advertising
  • Marketing
  • Media

Industry’s Gamers Unite For UnLtd’s Virtual Rocket League Comp

Social purpose organisation UnLtd’s Big Games competition has raised a combined $85,000 for children and young people at risk. Running over five weeks, the competition involved 32 teams from across the advertising, marketing and media industries battling it out virtually for a chance to qualify for the Rocket League final. The tournament culminated in a […]

Sam Worthington And Phoebe Tonkin To Star In New Stan Original Film ‘Transfusion’
  • Media

Sam Worthington And Phoebe Tonkin To Star In New Stan Original Film ‘Transfusion’

Stan has announced that the Stan Original Film Transfusion commenced filming in Sydney earlier this week and will premiere on Stan in 2022. Transfusion is a taut, muscular thriller starring Sam Worthington (Avatar) as Ryan Logan, a former Special Forces operative, who is battling to cope with life after the loss of his wife and is thrust […]

COVID-19 Saw Stock Imagery Return To Harmful Gender Stereotypes
  • Advertising
  • Marketing

COVID-19 Saw Stock Imagery Return To Harmful Gender Stereotypes

According to a decade of data collected by iStock, Australian brands turned to imagery depicting outdated gender stereotypes during the pandemic. Tracking the keyword ‘women’, iStock by Getty Images found that in 2020, ANZ brands and businesses reverted to gender stereotypes. Images of mothers home-schooling were used at almost twice the rate of images of […]

by B&T Magazine

B&T Magazine
Maddison Connaughton Ends Time As Editor Of The Saturday Paper
  • Media

Maddison Connaughton Ends Time As Editor Of The Saturday Paper

Schwartz Media is congratulating Maddison Connaughton on her three years as editor of The Saturday Paper. Connaughton has decided to finish up her editorship this month. “It’s been an honour to edit the paper,” Connaughton said. “The Saturday Paper is one of the brightest voices in Australian media and I have been happy to see […]

Teenage boy wearing headphones works at desk in his bedroom
  • Media

New Research Names Olivia Rodrigo And BTS The Most Popular Study Music

Research from EdBbirdie using Spotify data has identified the most popular songs to study to. After analysing thousands of studying and homework playlists on Spotify, American singer Olivia Rodrigo’s ‘drivers license’ came out as top song to study to. It featured on 48 study playlists, while other top songs included ‘Ophelia’ by The Lumineers, ‘Falling’ […]

Happy woman drinking tea and waving to someone while having video call over desktop PC in the evening at home.
  • Marketing
  • Opinion

Building A Successful Remote Marketing Team

Dayna Stewart is the Business Director – Digital Marketing, Media & Creative Services at The Nudge Group. Here, she discusses the challenges that come with building a successful marketing team when working remotely. Before COVID-19 changed the way businesses work, most marketing teams spent their days together in a meeting room collaborating on the next […]

Opinion

by B&T Magazine

B&T Magazine
Australia’s The Kid LAROI Joins Billie Eilish, Dua Lipa, Olivia Rodrigo And More In iHeartRadio Festival Line-Up
  • Media

Australia’s The Kid LAROI Joins Billie Eilish, Dua Lipa, Olivia Rodrigo And More In iHeartRadio Festival Line-Up

The line-up for the 2021 iHeartRadio Music Festival has been announced as the legendary event returns live in Las Vegas in September. This year, the epic two-day lineup for the iHeartRadio Music Festival main stage will feature performances by Billie Eilish, Cheap Trick, Coldplay, Dua Lipa, Florida Georgia Line, Journey, Khalid, Lil Baby, Maroon 5, Nelly, […]

Shop! ANZ Calls On Industry To Participate In ANZ Shopper And Retail Marketing Industry Survey
  • Marketing

Shop! ANZ Calls On Industry To Participate In ANZ Shopper And Retail Marketing Industry Survey

Shop! ANZ is calling on shopper and retail marketing professionals from all retail related disciplines to participate in the first ANZ Shopper and Retail Marketing Industry Survey in four years. This important research provides a guide of where the retail marketing industry in Australia and New Zealand has come from and what is anticipated to […]