July 11, 2023
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Training
Feels like you missed the generative AI train? 5 steps for speeding ahead in 90 days
TechCrunch, 07/11/23. Generative AI (GAI) is an exciting technology that has the potential to revolutionize many industries. As I’ve spoken to founders across the Global South, I’ve discovered three groups of founders when it comes to GAI adoption: those ahead of the curve, fast followers, and those late for the train. Being late for the train doesn’t mean it’s too late to get on board. By following five clear steps, any founder can speed ahead in their adoption of GAI. These steps include adopting simple language, getting the entire team on board, protecting data, establishing a disruptive Red Team, and measuring progress. Additionally, there are two types of GAI applications: Type 1 enhances existing operations, while Type 2 creates entirely new approaches to the business. It’s important to embrace both types to fully leverage the potential of GAI. READ THE ARTICLE
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Agents
AI Agents With ‘Multiple Selves’ Learn to Adapt Quickly in a Changing World
Singularity Hub, 07/11/23. In a new study, researchers from the Princeton Neuroscience Institute explored the idea of creating a modular AI agent, inspired by cognitive neuroscience. The modular agent consisted of separate parts with their own goals and motivations, working together like a democratic society to make decisions. In simulations, the modular AI outperformed its monolithic counterpart when faced with multiple conflicting goals. This research not only provides insight into smarter machine learning agents but also helps us understand the psychological conflicts inherent in human decision-making. The study used a simple RPG game to test the AI agents’ ability to balance conflicting needs in a changing world, showing promising results. READ THE ARTICLE
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Retail
How retailers are embracing AI
Retail Customer Experience, 07/11/23. AI technology is revolutionizing the retail industry, with top retailers adopting this cutting-edge technology to enhance customer experience, optimize business performance, and increase profits. Retailers like Zara and Amazon are using AI robots and cashier-less stores to improve in-store shopping convenience. AI is also driving sustainability in retail, with brands like H&M using AI for on-demand manufacturing and reducing CO2 emissions. Furthermore, AI-based solutions allow retailers to track and analyze customer behavior, enabling personalized online shopping experiences and improving conversion rates. Investing in AI technology gives retailers a competitive advantage in the future. READ THE ARTICLE
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Explainable AI
Embracing responsibility with explainable AI
VentureBeat, 07/11/23. In a recent fireside chat at the VentureBeat Transform 2023 event, Madhu Narasimhan, EVP and head of innovation at Wells Fargo, emphasized the importance of explainable AI. She highlighted that explainability is not just a technology issue, but a human issue. This is why humans need to be able to explain and understand the inferences made by AI models. Narasimhan explained how Wells Fargo conducted post hoc testing to understand why its virtual assistant was interpreting language the way it was. The goal is to ensure that AI models behave the way humans would and to manage bias in the data. Wells Fargo has even created an open access toolkit to help explain models and promote transparency. By prioritizing explainability, businesses can better understand the capabilities and limitations of generative AI and support unexpected inferences. READ THE ARTICLE
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Writing
My A.I. Writing Robot
The New Yorker, 07/11/23. The emergence of writing robots, such as those developed by Writer, presents a disruptive force in the field of writing. These AI tools aim to automate content generation, potentially impacting millions of desk jobs worldwide. While they offer efficiency and speed, concerns arise regarding the erosion of writing skills and the devaluation of human-written text. As AI-generated content becomes widespread, the role of human writers may shift towards editing and quality assurance. Preserving the value of human creativity and originality becomes crucial in this changing landscape. READ THE ARTICLE