大家广为熟知的,涉及侵害个人隐私或者合法权益的如“大数据杀熟”、“信息推送”、“非法营销”等均涉及自动化决策技术(Automated Decision Making Technology,ADMT)。如今,AI技术的迅速发展和大量应用也带来了新的风险,AI技术在很多场景下均会被纳入自动化决策的范畴,同时也带来了如AI算法“黑箱”、AI歧视等个人信息保...
Using AI and automated decision-making to improve clinical care in the NHS In the first of a series of blogs, we examine the benefits of using artificial intelligence (AI) in medicine with Dr Afzal Chaudhry, Chief Clinical Information Officer at Cambridge University Hospitals, Dr Arvind Madan, ...
Artificial Intelligence (AI) plays a crucial role in business decision-making especially when data is processed by an AI platform. This aids in quantifying data, enabling precise decisions and accurate forecasts without human intervention. AI is capable of managing anomaly detection, processing data, ...
Whether used for decision support or for fully automated decision-making, AI enables faster, more accurate predictions and reliable,data-driven decisions. Combined with automation, AI enables businesses to act on opportunities and respond to crises as they emerge, in real time and without human inte...
lens of algorithmic transparency (i.e., “in cases of a major influence on the rights and interests, the right to require personal information handlers to explain the matter, and the right to refuse that personal information handlers make decisions solely through automated decision-making methods”...
规划决策的可解释性综述见论文”The emerging landscape of explainable automated planning & decision making“,来自IBM和Arizona州立大学。 之前的一个Explainable AI Planning (XAIP)研讨会,其议程特别说到”虽然XAI主要关注基于黑盒学习的方法,但基于模型的方法非常适合——可以说更适合——作为可解释性,XAIP可以帮...
Automated Decision-Making: AI marketing tools help businesses decide which marketing or business growth strategy they should use based on past data or outside data inputs. Content Generation: Writing both short and long pieces of content for a marketing strategy, such as video captions, email subj...
Achieving Level 5 Autonomous Networks hinges on optimized orchestration powered by AI and Gen AI. These technologies streamline complex processes, enabling predictive insights, self-healing capabilities, and dynamic optimization. By automating decision-making and coordinating network elements in real-time, ...
可解释的人工智能: 解释可以帮助人类理解人工智能系统的工作。对于连续的决策任务(sequential decision making tasks;例如机器人),这可能需要在解释中加入类似于故事的时序成分。 电脑游戏:许多电脑游戏都有故事或情节,这些故事或情节可以被生成或定制。超越了线性情节的交互式故事,是指用户在故事中扮演一个角色,并能够用...
在此基础上,客户端设备在人工智能的帮助下不断发展,从基于应用程序(APP)的聊天机器人、Copilot作为人工智能助手,到基于LLMs的智体,工作在PC、智能手机、智能手表、智能家具和智能汽车的座舱及其自动驾驶等各种客户端设备上。在此基础上,定义AI客户端设备的自动化级别,从L0(指令驱动)、L1(基于应用程序)、L2(AI...