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July 22, 2023, 6:03 a.m.
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Keeping up with the rapidly evolving AI industry is a challenging task. While we await the emergence of an AI assistant that can handle this for us, here is a concise roundup of recent developments in the field of machine learning. Additionally, we'll cover noteworthy research and experiments that may have been overlooked. These voluntary commitments by industry players offer a glimpse into potential AI regulatory approaches and policies. Companies pledged to conduct security tests before releasing AI systems, share information on mitigation techniques, and develop watermarking methods for identifying AI-generated content. They also promised to invest in cybersecurity, protect private AI data, report vulnerabilities, and prioritize research on societal risks such as systemic bias and privacy concerns. OpenAI's drafted policy memo appears to support the idea of government licenses for AI system developers, although they clarify this endorsement applies only to more advanced AI models than their current GPT-4. However, if implemented as proposed, government-issued licenses may create obstacles for startups and open source developers, leading to concerns about hindering competition in the field. This dichotomy illustrates the worrisome nature of AI companies seeking to appease regulators while shaping policies behind the scenes to their advantage. Nonetheless, with proactive intervention by policymakers, it remains possible to establish adequate safeguards without undue interference from the private sector. Now, let's turn our attention to other noteworthy AI stories from recent days.

Fable Studios showcased Showrunner, an AI model capable of writing, directing, acting, and editing an entire TV show. Although some consider pursuing such endeavors during a major Hollywood strike and amid compensation and AI-related issues to be in poor taste, others argue that it's necessary for creative individuals like Fable Studios' CEO, Edward Saatchi, to explore and demonstrate these capabilities to prevent their exploitation by less scrupulous entities. However, caution should be exercised when integrating AI into media production for a variety of reasons. Shifting focus to policy matters, the National Defense Authorization Act contains amendments, unrelated to defense, emphasizing the need for the government to host events where researchers and companies can showcase their efforts in detecting AI-generated content. This attention to combating AI-generated content reflects the increasing urgency of this issue. Disney Research has developed a method to transfer virtual movements of characters or motion capture data onto physical robots, even if the robot differs in shape or size. This advancement, which relies on two optimization systems working in tandem, could facilitate creating lifelike behaviors for robots, not limited to robotic dogs. Lastly, an encouraging study demonstrating AI's potential to predict mineral locations globally and enhance our understanding of mineralization and mineralizing environments has emerged. By utilizing machine learning to uncover patterns in mineral occurrence and associations, the study successfully predicted and verified the presence of valuable minerals such as uranium and lithium. Consequently, AI holds promise in steering us away from environmentally harmful practices like deep-sea mining for minerals.


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