Where will AI go next?

The next breakthrough will likely come from multimodal AI models, equipped with multiple senses, such as the ability to use computer vision and audio to interpret things, Eck said. The next big thing will be figuring out how to build language models into other AI models as they perceive the world. For example, this could help robots understand their surroundings through visual and verbal cues and voice commands.

Yann LeCun, Meta’s lead AI scientist

Generative AI will only get better, LeCun said: “We will have better ways to specify what we expect from them.” Currently, the models respond to prompts, but “right now it’s very difficult to control what the text generation system is going to do “, he added. In the future, he hopes, “there will be ways to change the architecture a little bit so that there’s more conscious planning.”

Raia Hadsell, Research Director at DeepMind

Hadsell was also enthusiastic about multimodal generative AI systems that combine audio, speech and vision. By adding reinforcement learning, which allows AI models to train themselves through trial and error, we could see AI models with “the ability to explore environments, be autonomous, and interact in environments,” Hadsell told me .

Deeper Learning

What Twitter’s mass layoffs mean for its AI employees

As we reported last week, Twitter may have lost more than a million users since it was acquired by Elon Musk. The company Bot Sentinel, which tracks inauthentic behavior on Twitter by analyzing more than 3.1 million accounts and their activity daily, estimates that between October 27 and November 1, around 877,000 accounts were deactivated and another 497,000 suspended became. That’s more than double the usual number.

I understand why that is. Users are betting that the platform will become a less fun place to hang out. That’s partly because they’ve seen Musk fire teams of people working to ensure the platform is secure, including Twitter’s entire AI ethics team. It’s likely something Musk will regret at some point. The company is already hiring engineers and product managers for new 13 digits related to machine learning, including roles related to privacy, platform manipulation, governance, and defending online users against terrorism, violent extremism, and coordinated harm. But we can only wonder what damage has already been done, especially with the upcoming US midterm elections.



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