New Scientist | 到2060年,人工智能将全面打败人类

Timothy Revell2017/06/02英语学习

摘要: 根据2017年《新科学家》(New Scientist)援引的一项针对352位人工智能研究者的调查,专家预测到2060年,人工智能有50%的概率在所有任务上超越人类;该研究由牛津大学与耶鲁大学联合开展,聚焦AI在翻译、写作、驾驶、零售、手术等具体领域的自动化时间表。

  • 专家预测到2060年,AI有50%的可能性在所有任务上全面超越人类。
  • AI将在特定领域更早实现超越:如2024年翻译、2026年写高中作文、2027年开卡车、2049年写出畅销书、2053年完成手术。
  • 受访研究者认为,所有人类工作可能在120年内被自动化,但AI引发人类灭绝的风险仅被评估为5%。
  • 地域文化影响预测:亚洲研究者普遍比北美研究者预期AI全面超越人类的时间更早(30年 vs 74年)。
  • 当前AI多为“单任务专家”,缺乏人类级别的通用智能和情感理解能力。

小白老师说:人工智能即 Artificial Intelligence,英文缩写为 AI。人机围棋大战落下帷幕,**柯洁虽败犹荣,但技术的发展却永远不会止步,人工智能的颠覆之路才刚刚开始。科学家早已将人工智能的触角伸向了诸多即将被颠覆掉的行业和领域。也许用不了多久,类似于 AlphaGo 打败人类这样的历史性一幕就会天天在你我身边上演。

本文选自国际著名科技杂志 New Scientist 2017 年 5 月 31 日发表的文章。 New Scientist 是全国医学博士英语考试阅读理解的重要题源。

AI will be able to beat us at everything by 2060, say experts

Enjoy beating robots while you still can. There is a 50 per cent chance that machines will outperform humans in all tasks within 45 years, according to a survey of more than 350 artificial intelligence researchers.

AI will master many activities a lot sooner, though. Machines are predicted to be better than us at translating languages by 2024, writing high-school essays by 2026, driving a truck by 2027, working in retail by 2031, writing a bestselling book by 2049 and surgery by 2053. In fact, all human jobs will be automated within the next 120 years, say respondents.

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The survey, by the University of Oxford and Yale University, was sent to AI researchers who published in 2015 at one of two big conferences in the field – the Conference on Neural Information Processing Systems and the International Conference on Machine Learning. In total, 352 people responded.

The results have “far-reaching social consequences,” says Katja Grace at the Machine Intelligence Research Institute in Berkeley, California. How will teachers deal with computer-generated essays that are indistinguishable from the real thing, for example?

But at least we will still be around to deal with these issues. Despite media hype about the dangers of AI, the researchers put only a 5 per cent chance on computers bringing about outcomes near the level of human extinction.

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What will AI win at next?

One-trick AI

AIs can already outperform humans in many tasks. AlphaGo, Google DeepMind’s AI, has just beaten the best human Go player in the world. Other systems can lip-read better than professionals or help detectives sift through police data. Yet each of these is only good at one task and would be useless at most others unless retrained.

“There is accumulating evidence that machines can overpower human intelligence in complex, though specific tasks,” says Eleni Vasilaki at the University of Sheffield in the UK. But there is little evidence that AI with human-like versatility will appear any time soon, she says.

The survey results showed no link between the seniority of a researcher and the predictions they made, but where people were from did have an impact. Those in Asia typically gave shorter time frames than those in North America – predicting, for example, that AI would outperform humans on all tasks within 30 years, compared with 74 years. “This may well be an interesting demonstration of culture at work when forming opinions about technology,” says Leslie Willcocks at the London School of Economics and Political Science.

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Yet the responses are not always consistent, such as those concerning which game AI will master next. “They predict that AI will surpass humans at the video game StarCraft in six years, compared to all Atari games in nine years,” says Georgios Yannakakis at the University of Malta in Msida. “Some Atari games are hard, but nothing like StarCraft.”

Additionally, most of the survey focuses on the cognitive aspects of intelligence that fit well-defined tasks. “But parts of intelligence, such as emotional intelligence, go beyond cognition,” says Yannakakis. “It would be interesting to ask when AI will surpass humans at being art or movie critics.”

常见问题

人工智能真的会在2060年全面超越人类吗?

根据2017年牛津大学与耶鲁大学对352位AI研究者的调查,专家估计到2060年有50%的概率AI能在所有任务上超越人类,但这属于预测而非确定结论。

AI最早会在哪些领域取代人类?

调查显示,AI预计在2024年超越人类翻译、2026年撰写高中作文、2027年驾驶卡车、2031年从事零售工作,并在2053年前掌握外科手术。

AI会带来人类灭绝的风险吗?

受访研究者平均认为AI导致接近人类灭绝级别灾难的概率仅为5%,远低于媒体渲染的危险程度。

当前AI是否已经具备通用智能?

目前AI多为“单任务系统”(如AlphaGo),虽在特定任务上超越人类,但缺乏跨领域能力和情感智能,尚不具备人类级别的通用智能。

参考资料

AI will be able to beat us at everything by 2060, say experts

原文发表于《New Scientist》2017年5月31日,基于牛津大学与耶鲁大学联合开展的AI专家调查。

Survey on AI Timelines and Capabilities

该调查由Katja Grace等人组织,受访者为2015年NeurIPS或ICML会议的论文作者,共352人参与。