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The DeAngelis Review

Exploring Reason, Technology, and Humanity

Leadership and Decision-making

Leaders need to understand what decisions are important, how quickly they must be made, and what the consequences of certain decisions could be. Nevertheless, it’s easy for leaders to be overwhelmed by decision overload. One way to overcome decision overload is to let intelligent systems make routine decisions using the embedded expertise of the company’s best experts.

Artificial General Intelligence: Destroyer of Worlds?

This article explores the risks of Artificial General Intelligence (AGI), a superintelligence that could potentially destroy humanity. Experts warn of AGI causing accidental harm or intentionally wiping out humans. While some believe AGI is unlikely, others advocate for regulation to control its development. The article concludes that caution is needed, but AI has potential benefits.

The Future of Process Automation is Intelligent

Data is king in business today. Companies use automation to process data and make decisions. Intelligent automation (IA) is a new kind of automation that uses AI and machine learning to handle complex tasks. IA can improve efficiency, reduce costs, and provide better customer service. While RPA automates repetitive tasks, IA uses AI to make decisions and solve problems. In the future, IA will become even more sophisticated with the use of Autonomous Decision Science. Businesses that adopt IA will be better positioned to compete in today's marketplace.

Do Chatbots Hallucinate, Make Things Up, or Outright Lie?

This article discusses a new problem with large language models (LLMs) like Bard: AI hallucination, where the LLM generates incorrect but seemingly believable information. Experts say this is dangerous because it can spread misinformation. People can limit AI hallucination by carefully phrasing their prompts, giving the AI relevant data, and instructing it on its role. However, some argue users shouldn't have to fact-check AI outputs, and developers need to find better solutions. Large tech companies say AI needs regulation, but regulation struggles to keep pace with technology.

Water is as Important to Some Industries as Electricity

This article discusses the looming global water crisis driven by climate change, population growth, and uneven distribution. It emphasizes the risks to businesses and calls for a multi-pronged approach involving governments, industries, and NGOs to manage water more efficiently and sustainably.

Causal Artificial Intelligence and Supply Chain Performance

AI is improving supply chain forecasting by going beyond correlations to identify causal relationships. This allows for better predictions and decisions, reducing stockouts and disruptions. Causal AI uses data science to understand why things happen, not just that they happen together. This is a more powerful approach for complex systems like supply chains.