The company lays out five unsolved challenges that need to be addressed if smart machines such as domestic robots are to be safe.
Could machines become so intelligent and powerful they pose a threat to human life, or even humanity as a whole?
It’s a question that has become fashionable in some parts of Silicon Valley in recent years, despite being more or less irreconcilable with the simple robots and glitchy virtual assistants of today (see “AI Doomsayer Says His Ideas Are Catching On”). Some experts in artificial intelligence believe speculation about the dangers of future, super-intelligent software is harming the field.
Now Google, a company heavily invested in artificial intelligence, is trying to carve out a middle way. A new paper released today describes five problems that researchers should investigate to help make future smart software safer. In a blog post on the paper, Google researcher Chris Olah says they show how the debate over AI safety can be made more concrete and productive.
“Most previous discussion has been very hypothetical and speculative,” he writes. “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.”
Olah uses a cleaning robot to illustrate some of his five points. One area of concern is in preventing systems from achieving their objectives by cheating. For example, the cleaning robot might discover it can satisfy its programming to clean up stains by hiding them instead of actually removing them.
Another of the problems posed is how to make robots able to explore new environments safely. For example, a cleaning robot should be able to experiment with new ways to use cleaning tools, but not try using a wet mop on an electrical outlet.
Olah describes the five problems in a new paper authored with two Google colleagues as well as researchers from Stanford University, the University of California, Berkeley, and OpenAI, a research institute cofounded and partially funded by Tesla CEO and serial entrepreneur Elon Musk.
Musk, who once likened working on artificial intelligence to “summoning the demon,” made creating “safe AI” one of OpenAI’s founding goals (see “What Will It Take to Build a Virtuous AI?”).
Learn more: Google Gets Practical about the Dangers of AI