All Content from Business Insider 10月30日 17:34
领导者担忧AI导致技能退化
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一项新的沃顿商学院调查显示,43%的领导者担心人工智能会导致员工技能退化。尽管AI能提高效率,但许多领导者也担心员工过度依赖AI,从而丧失独立完成任务的能力。例如,一位软件工程师在AI工具失灵时,发现自己一度忘记了如何独立编写代码。有人认为,新技术的出现必然导致部分旧技能的淘汰是正常现象,而另一些人则强调,应培养员工利用AI的能力,以及保持批判性思维和解决问题的基本功,以适应技术发展带来的挑战。

📊 **技能退化的担忧普遍存在**:一项针对近800名美国大型企业决策者的调查显示,高达43%的领导者担心人工智能会导致员工技能退化,即失去执行核心任务的能力。尽管近四分之三的受访者认可AI带来的效率提升,但对潜在的“技能流失”感到担忧。

🤔 **过度依赖的风险**:有领导者担忧,AI工具的便捷性可能使员工产生过度依赖,如同“拐杖”一般,从而削弱独立思考和解决问题的能力。例如,有软件工程师在AI工具失灵时,发现自己难以独立完成编码任务,并担心这种依赖会影响团队的长期发展和创新能力。

💡 **适应与进化并行**:一部分观点认为,技术进步导致部分技能过时是正常现象,就像如今很少有人会骑马一样。关键在于能否实现目标,并且AI可以帮助更快、更好地达成结果。另一些观点则强调,应培养员工掌握如何有效使用AI的新技能,同时保留基础的批判性思维和问题解决能力,以应对AI带来的变革。

🔑 **新旧技能的平衡**:随着AI的普及,员工可能需要发展新的专业知识,例如如何编写有效的AI提示词。一些人认为,传统教育中的某些知识可能不再重要,而“如何使用AI”应成为重点教授的技能。然而,也有人担心,完全在AI辅助下成长的员工,可能会缺乏在没有AI辅助时所需的扎实基础技能,尤其是在AI的准确性尚未完全保证的情况下。

New research suggests many leaders are concerned about AI-driven skill atrophy.

When an AI tool Jacob Adamson uses for work recently froze, so did his fingertips. The senior software engineer had become so reliant on the technology that he briefly forgot how to complete a code-writing task on his own.

"I felt the rust, as if I had come back to this code after a couple of days," said Adamson.

He's now concerned the same dependence could grip the five engineers he manages at Varonis, a data-security company. To keep their skills sharp, he said he may have his team do drills in which they can only write code themselves, without the aid of AI.

"We're good at our jobs, but this technology can unknowingly lull us into this sense of dependence," said Adamson.

AI tools are becoming ubiquitous across industries, helping workers interpret data, summarize notes, and crank out code in a fraction of the time it once took. Yet even as leaders tout the promise of AI, some fear there's a hidden cost — a gradual siphoning of workplace know-how.

Underscoring the paradox is a new study from the University of Pennsylvania's Wharton School of Business, which is based on a survey of nearly 800 decision-makers at US companies with more than 1,000 employees and over $50 million in annual revenue.

Nearly three-quarters of the respondents credited AI for delivering efficiency gains, while 43% said the tools may cause skill atrophy, meaning workers could lose their ability to perform essential tasks.

"There's tension among leaders around whether AI is becoming a crutch," said Jeremy Korst, a partner with consulting firm GBK Collective, which produced the study with Wharton.

'It might make us dumb'

Sandor Nyako, a manager of about 50 software engineers at a large technology company, likes that AI tools make it possible to get work done faster. But he doesn't want his team to lean on them too much for tasks that require critical thinking or problem-solving.

"If we develop an over-reliance on AI, it might make us dumb," he said. "Someone would plateau at their current level."

Nyako sees workers' ability to think independently and solve problems on their own as essential to human evolution and innovation.

"To grow skills, people need to go through hardship. They need to develop the muscle to think through problems," he said. "How would someone question if AI is accurate if they don't have critical thinking?"

From horses to cars

Some AI proponents argue that tech-driven skill atrophy isn't necessarily a bad thing.

"Very few people know how to ride a horse these days, but they seem to be able to get around just fine," said Phil Gilbert, former head of design at IBM.

By using AI tools, he expects workers to achieve the same goals, only faster and with potentially better results.

"Outcomes are what are important, not the inputs," said Gilbert.

He added that as long as workers understand the nuts and bolts of their jobs, there's no harm in them using AI to get ahead.

"You need rudimentary spelling and grammar skills to communicate in writing, but that doesn't mean you can't ever use a dictionary or spell-check," said Gilbert.

New skills, old skills

Employees may need to develop new expertise to leverage the benefits of AI, such as the ability to write effective prompts, said Bob Chapman, chairman and former CEO of Barry-Wehmiller, a global manufacturing firm.

"How to use AI should be the skill we teach," he said, adding that some forms of traditional education may not matter as much going forward. "I don't remember my chemistry class in high school."

Other leaders, however, are worried about what will happen if people don't learn the basics. At some point, there will be workers who've only lived in a world with AI at their disposal.

"They are going to be lacking some of the skills that I had to learn when I was a junior engineer," said Adamson, the manager whose coding skills got rusty.

That's a problem, he said, because AI tools don't always deliver accurate results.

"AI may eventually get there," he said, "but it's definitely not there yet."

Read the original article on Business Insider

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AI 技能退化 领导者 人工智能 未来工作 AI Skill Atrophy Leadership Future of Work
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