September 19, 2023
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China
How China’s New AI Rules Could Affect U.S. Companies
Time, 09/19/23. China’s new artificial intelligence (AI) rules, which came into effect last month, have already been watered down from their original proposals and are not being strictly enforced, experts say. The regulations aim to prevent AI chatbots from generating unwanted or toxic content. However, compliance with these regulations may prove difficult for Chinese AI developers. Chinese regulators have responded to this challenge by relaxing some of the regulations and adopting a flexible enforcement approach. The balance struck between controlling sensitive information and promoting AI development in China will likely impact the AI competition between China and the US. READ THE ARTICLE
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Prompt Engineering
Telling AI model to “take a deep breath” causes math scores to soar in study
arsTechnica, 09/19/23. In a recent study, Google DeepMind researchers introduced a new technique called Optimization by PROmpting (OPRO) to improve the performance of AI language models. Instead of relying on formal math-based optimizers, OPRO uses natural language descriptions to guide the models in problem-solving. The study found that phrases like “let’s think step by step” significantly improved the accuracy of the AI models when solving math problems. This approach allows the models to tap into better reasoning and produce more accurate results. OPRO has the potential to enhance the usefulness and accuracy of AI language models in the future. READ THE ARTICLE
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Limitations
When Artificial Intelligence Gets It Wrong
The Innocence Project, 09/19/23. The essay highlights the real-world implications and problems associated with the use of AI technology in the criminal legal system. The cases of Porcha Woodruff and Michael Williams demonstrate the risks of wrongful arrest and conviction due to the reliance on biased and unreliable AI tools. The essay calls for comprehensive testing, oversight, and transparency when implementing AI-driven technology, as well as the need for research and community input to assess its validity. Additionally, it advocates for disclosing AI reliance to the defense and subjecting it to rigorous adversarial testing in court. Lastly, the essay emphasizes the importance of regulating investigative technologies to protect personal data. READ THE ARTICLE
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Enterprise
12 most popular AI use cases in the enterprise today
CIO, 09/19/23. AI is being widely used in various industries to improve efficiency and enhance customer experiences. Companies like GE and Rolls-Royce are leveraging AI for predictive maintenance in order to ensure the safety of aircraft engines. District of Columbia Water and Sewer Authority is using AI to identify potential water main breaks. AI is also being utilized in customer service to meet the increased expectations of consumers. Companies like Lufthansa and Unilever are using AI tools to provide real-time support and personalized experiences. AI is also being employed in platforms like Nordstrom Analytical Platform (NAP) to gain insights and optimize operations. In addition, AI, especially in the form of AIOps tools, is being used for intelligent alerting, anomaly detection, and incident auto-remediation. Automating time-consuming processes is another area where AI is proving effective, such as in obtaining insurance authorizations and identifying complex processes. Furthermore, AI is being used by companies like Intuit and PWC to improve data analysis and financial planning, reducing manual efforts and minimizing errors. Overall, AI is revolutionizing industries by streamlining operations, improving customer service, and optimizing processes. READ THE ARTICLE