This is as cool as is it is frightening.
— that describes a lack of "common sense" in current AI effort and lays out a pathway to future iterations that "learn as efficiently as humans and animals" as they become increasingly autonomous.
"A self-driving system for cars may require thousands of trials of reinforcement learning to learn that driving too fast in a turn will result in a bad outcome, and to learn to slow down to avoid skidding," the pioneering AI researcher wrote. "By contrast, humans can draw on their intimate knowledge of intuitive physics to predict such outcomes, and largely avoid fatal courses of action when learning a new skill.
While it doesn't sound all that sexy, something akin to intuition will likely be required to move AI from its current — and admittedly impressive, albeit in narrower domains — state to something closer to human intelligence. Because he's a scientist, the Meta AI chief's next generation algorithm-training architecture involves a bunch of moving parts such as a system that replicates short-term memory, another that teaches neural networks self-criticism, and the establishment of a "configurator" module that synthesizes all inputs into useful information. Here's his diagram:
Australia Latest News, Australia Headlines
Similar News:You can also read news stories similar to this one that we have collected from other news sources.
Doctors Aren’t Happy About the CDC’s New Mask Guidelines for Health Care SettingsThe agency quietly issued an update right as we head into flu season.
Read more »
3 scientists win Nobel Prize in Chemistry for making molecules 'click'Two American scientists and one Danish scientist have won the 2022 Nobel Prize in Chemistry for their roles in furthering the field of 'click chemistry.'
Read more »
Nobel Prize Awarded to Three Scientists for Development of Click ChemistryScientists Carolyn Bertozzi, Morten Meldal and K. Barry Sharpless received the prize for the development of click chemistry, a process that enables scientists to “snap” molecular building blocks together quickly and efficiently.
Read more »
A Superb Cast Cannot Salvage Amsterdam's Hot MessDavid O. Russell has made a hot mess with Amsterdam, which squanders its massive and talented cast in service of nonsense. aurora_amidon's review:
Read more »
Big questions inspire the scientists on this year’s SN 10 list | Science NewsKnow a rising star in science? Send your nomination for next year’s SN10: Scientists to Watch list to sn10sciencenews.org.
Read more »