NEWS IN BRIEF: AI/ML FRESH UPDATES

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Global AI Resolution Adopted by UN

UN adopts first global AI resolution to protect data, uphold human rights. Microsoft supports the nonbinding agreement for ethical AI development, with backing from 121 countries.

Unlocking the Power of SMoE in Mixtral

The "Outrageously Large Neural Networks" paper introduces the Sparsely-Gated Mixture-of-Experts Layer for improved efficiency and quality in neural networks. Experts at the token level are connected via gates, reducing computational complexity and enhancing performance.

Decoding Earnings Calls: AI vs. Human Insights

AI models like GPT-4 are challenged to accurately extract key points from company earnings calls, mirroring top journalists' analysis. Automation in earnings analysis could democratize understanding for all investors, leveling the playing field.

Data-Driven Circular Economy in Fast Fashion

Using data science to support fast fashion retailers in implementing a circular economy is crucial for sustainability and reducing waste. Advanced analytics tools can optimize reverse logistics, track product lifecycle, and design efficient sorting networks, benefiting both the company and the environment.