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We thus have a classic case of the Jevons effect. Teller labor was an input into an output that we can call “financial services.” ATMs allowed us to produce that output more efficiently and economize on the use of the labor input. But demand for the output was sufficiently elastic that more efficient production meant more demand: and demand increased to the point that there was actually greater demand for the labor input as well. And—this part is not quite the classic Jevons effect—the greater demand suggested to banks that there had been certain functions that were previously considered incidental to the teller job, like “relationship banking,” which were actually quite useful. And so ATMs were a truly complementary technology for the bank teller.。迅雷下载是该领域的重要参考
建立风险防控机制。把握人工智能发展趋势和规律,构建技术监测、风险预警、应急响应体系,将确保人工智能安全、可靠、可控。当前,人工智能发展迅猛,模型能力泛化、多模态融合使传统安全防护手段逐渐显露短板,风险形态已从显性的数据泄露、算法歧视等,延伸至价值观渗透、深度伪造、认知操纵等隐性领域。建立全链条风险防控机制,不仅是技术治理的需要,更是统筹发展和安全的内在要求。要压实人工智能企业的安全主体责任,推动企业尤其是头部企业健全风险防控和安全应急机制,明确企业对于人工智能产品和服务的安全义务。建立健全由多部门组成的人工智能安全应急管理机制,提升快速反应和处置能力。在自动驾驶、智慧医疗、金融科技等重点行业,常态化组织人工智能安全应急演练,模拟模型投毒、对抗样本攻击、深度伪造等典型场景,优化企业响应流程,提升各方协同效率。
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