Fortune | FORTUNE 2024年10月15日
AI chatbots need some healthy disagreement to work best together, tech exec says
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AI助手若要良好协作,不能总是一味附和。未来各领域专家型AI助手将共同帮助人们解决日常问题,但当前AI聊天机器人过于顺从,可能导致用户获得不良信息。Babak Hodjat设想了不同功能的专业聊天机器人,并以员工为例说明其使用场景,同时指出AI助手间有效交流的重要性及当前面临的困难。

🧠AI助手若要有效协作,不能总是彼此附和,否则用户可能得到错误信息,这是当前AI聊天机器人的现状,它们过于顺从和‘软弱’。

🌟Babak Hodjat设想了各种专业的聊天机器人,如人力资源、财务、法律等方面的,它们可在各自领域为人们提供帮助。

🤔以员工遇到重大生活事件为例,说明员工需要与不同领域的AI助手交流,如与人力资源讨论福利变化,与财务部门沟通薪资扣除变化,还可能需要法律建议。

💬AI助手要想有效工作,需要进行有益的讨论,就像有思想的同事交流想法以解决复杂问题一样,但目前AI助手还无法复制这种独特的人类动态。

It might seem counterintuitive, but for AI assistants to work well together, they can’t always get along with each other, according to Babak Hodjat, chief technology officer of AI at Cognizant. The next phase of the technology, according to Hodjat, will be a world in which various AI assistants, each an expert in their own area, will work together to help people with everyday questions, Hodjat said during a live interview at Fortune’s COO Summit. (Disclosure: Cognizant sponsored the conference in Middleburg, Va. last week, and received coverage as part of its sponsorship agreement.) But if each of those assistants turn into yes-men, then users run the risk of getting bad information because consensus will be reached too quickly. That’s the current reality of AI chatbots. “They’re too agreeable,” said Hodjat, who invented the natural language technology that contributed to Apple’s Siri. “They’re too—I would say—soft.” Hodjat envisions a world with specialized chatbots for various workplace functions: a human resources AI agent that could answer questions about paid-time-off policies, a finance one that could check on the pricing of the latest supplier contracts, and one from legal that could answer compliance questions (which Google DeepMind’s Director of Strategic Initiatives Terra Terwilliger told Fortune at the COO Summit it’s already piloting). Hodjat gave a real-world example of how an employee might use a network of AI assistants. In the case of a life-changing event, such as the death of a spouse, an employee would need to speak to HR about any changes to their benefits, the payroll department about changes in deductions from their paycheck, and perhaps also get some legal advice. To work effectively, these AI agents would be best served by some healthy discussion—just like how thoughtful coworkers exchange ideas to solve a complex problem. But as of now, AI agents still can’t replicate that uniquely human dynamic. “That’s one of the frustrations when you set these systems into multi-agent setups, you want them to talk to each other, maybe debate each other, and [for] something to come out of it,” Hodjat said. There’s a good reason why AI systems are programmed to be agreeable, especially at this, still, very early stage of their development. “These models are fine-tuned a lot to safeguard them, like out of the box, from doing bad things and being biased and weird,” Hodjat said. Among employees, workplace discussions—not arguments—are credited with improving collaboration and making people feel more energized about their work. They also lead, believe it or not, to higher job satisfaction because employees feel as if they’re allowed to voice their opinion without fear of repercussions. Without a good-natured back and forth, a company risks becoming an echo chamber. “It’s harder to do that using the state of the generative AI of today because they’re so agreeable,” Hodjat. “They immediately coalesce around, and that’s not the reality we see in social networks.”

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