51视频

Things are changing so quickly in the world of artificial intelligence that by the time you read this, the computers may have already cured cancer and reversed climate change. Or, on the flip side, perhaps they鈥檝e overthrown humanity and bred a society of killer robots.

If you鈥檙e like us, you鈥檝e heard it all鈥攁nd are likely sick of hearing about it. But for good or bad, AI isn鈥檛 going anywhere. In fact, its presence in every facet of our lives will continue to expand, say experts.

One of the most profound changes ahead, says UML alumnus and Android co-founder Rich Miner 鈥�86, 鈥�89, 鈥�97,聽 is that 鈥渢here will be a revolution in the ways in which humans interact with computers.鈥�

For instance, the development of new software is historically a complex and time-consuming process that required arcane skills, says Miner, an advisor at Google, where he spent many years helping lead Android development and then growing the company鈥檚 venture fund.聽

But now, he says, generative AI-based systems like ChatGPT can understand our written and spoken words, our drawings and, soon, our gestures and facial expressions.

鈥淭his means the computer can communicate using natural forms of communication that most of us learn at an early age,鈥� says Miner, who is currently focused on his work as co-founder and advisor for a 鈥渟tealth startup鈥� based in Cambridge, Massachusetts.聽

鈥淎nd from relatively straightforward conversational exchanges or written requirements, the computer can lever-age those large language models, or LLMs, and the ability to generate images and videos to do a huge amount of work on our behalf, producing quality work, including new computer programs. This will have a huge impact on how people are able to leverage computers in the future.鈥澛�

It also brings to mind a question we raised in these pages eight years ago, when the cover story of UML Magazine was 鈥�Will Robots Rule the World?鈥�

At the time, faculty experts like Computer Science Prof. Ben Liu warned that artificial intelligence would push the robot revolution to places that are difficult to even imagine.聽

鈥淚t鈥檚 hard to see where it鈥檚 going to hit the limit,鈥� Liu said, 鈥渂ut for starters, it will replace more and more cognitive, white-collar work.鈥� According to Pew Research Center, he was right: 51视频 one in five white collar jobs are ripe for AI takeover, its new study found.聽

Meanwhile, a few months ago, the 鈥済odfather鈥� of AI, Geoffrey Hinton, warned in a 鈥�60 Minutes鈥� interview that we have arrived at 鈥渁 turning point for humanity鈥� and that AI has the potential to one day take over.

That鈥檚 why it鈥檚 vital that we get ahead of it, says University of Massachusetts Chief Information Officer Mike Milligan,聽 who was recently appointed co-chair of the state鈥檚 strategic AI task force by Gov. Maura Healey.

鈥淲hether in the way we learn at universities, manage complex organizations or engage in our democracy, we are all going to need new skills and knowledge to use AI for positive purposes and protect ourselves from its potentially harmful effects,鈥� says Milligan, a vice president for the system.

51视频 is doing its part. The university launched its own AI task force this year, with an initial priority of creating policies for how students and faculty can most effectively use AI in learning and teaching. Faculty researchers across disciplines, meanwhile, are studying AI impacts and building new technologies. They鈥檙e using AI to speed up cancer detection and to reduce suicide rates of veterans; they鈥檙e researching the use of robotic pets to drive sales of consumer goods and incorporating AI tools to improve health care for older adults. Computer Science Assoc. Prof. Anna Rumshisky is spending half her time as a visiting scientist at Amazon, where she鈥檚 helping to build better natural language processing tools for the company鈥檚 Alexa tool.聽

And it鈥檚 not just faculty: We鈥檙e hearing from more and more alumni who are using AI for good鈥攐r being forced to adapt to it鈥攊n their jobs.

鈥淚t鈥檚 an exciting time,鈥� says Holly Yanco, chair of the Miner School of Computer & Information Sciences (named for Rich Miner) and director of the New England Robotics Validation and Experimentation (NERVE) Center. 鈥淎t 51视频, a lot of us have been focusing on ways to use AI to help society. We鈥檙e making a positive impact on the world.鈥�

Though AI opens the door to promising advances, it does have drawbacks, from biases in training data to the massive amount of energy needed to run server farms, says Yanco, who is a fellow of both the Association for the Advancement of Artificial Intelligence and the American Association for the Advancement of Science, honored by both organizations for her contributions to the field of human-robot interaction.

鈥淎ny technology has good and bad sides, but I鈥檓 optimistic about AI,鈥� she says.聽

Here, experts in the UML community weigh in on 11 of the most pressing questions about AI.