This new kind of AI is built to help you make better decisions Peak CEO Richard Potter breaks down Decision Intelligence, AI's next frontier and one of Gartner's top technology trends for 2022 and envisions a near future in which more businesses are using it to make the most sustainable ...
42% of enterprises have actively deployed AI, and 40% are experimenting with the technology. Of those using or exploring AI, 59% have accelerated their investments and rollouts over the past two years. The result is an uptick in AI decision-making that leverages intelligent...
AI has the capability of mimicking human decision-making and has also shown that they are capable of assisting and improving human decision-making in real-time complex environments. Embedding intelligence into the DSS using the AI capabilities has been progressing, thus forming the intelligent support...
Of course AI is not always “right.” Often its suggestions don’t take into account some reliable private information to which the human decision maker has access, so the AI might steer an employee off course rather than simply correct for possible behavioral biases. That’s why using it sh...
4. 【Using AI Uncertainty Quantification to Improve Human Decision-Making】 本论文研究了使用AI不确定性量化来提高人类决策的准确性,并通过为用户提供有用的概率信息来实现这一目标。过去的研究主要关注模型的可解释性,而忽视了不确定性量化对人类决策性能的影响。本研究通过对三个真实数据集进行基于实例的不确定性...
「当人在睡觉的时候，大脑依然在无意识地学习。」GLM 大模型团队表示，人脑中存在着反馈 feedback 和决策 decision-making 两个系统，分别对应着大模型和内存记忆两大部分，GLM-zero 的相关研究将进一步拓展人类对意识、知识、学习行为的理解。GLM 大模型团队认为，尽管还处于非常早期的研究阶段，但 GLM-zero 可以视...
[45] S Qi, S Chen, Y Li, et al., CivRealm: a learning and reasoning odyssey in civilization for decision-making agents, arXiv 2401.10568, 2024 [46] W Ma, Q Mi, X Yan, et al., Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach, arXiv 2312....
4、Decision-making mechanism 决策机制是 AI Agents 用于做出决策的核心组件。通常可以是基于规则的系统、机器学习模型、强化学习算法等。决策机制接收来自传感器的数据,并根据预定义的规则或通过学习和推理来分析这些数据,最终生成适当的决策。这些决策可能涉及选择特定的行动、规划未来的策略或调整代理的内部状态。
and AI-alone systems. Utilizing standard classification metrics based on potential outcomes, the evaluation will scrutinize both the prediction accuracy and the fairness of these systems. Furthermore, I will explore strategies to enhance decision-making within the human-with-AI framework, aiming for im...
Deep learning is a subset of machine learning that uses multilayered neural networks, called deep neural networks, that more closely simulate the complex decision-making power of the human brain. Deep neural networks include an input layer, at least three but usually hundreds of hidden layers, an...