Google DeepMind gamifies memory with its latest AI work

You know when you've done something wrong, like putting a glass too close to the edge of the table, only to accidentally knock it off the table a moment later. Over time, you realize the mistake even before disaster strikes.  Likewise, you know over years when you made the wrong choice, like choosing to become a manager at Best Buy rather than a pro-ball player, the latter of which would have made you so much more fulfilled.  That second problem, how a sense of consequence develops over long stretches, is the subject of recent work by Google's DeepMind unit. They asked how they can create something in software that is like what people do when they figure out the long-term consequences of their choices. DeepMind's solution is a deep learning program they call "Temporal Value Transport." TVT, for shorthand, is a way to send back lessons from the future, if you will, to the past, to inform actions. In a way, it's "gamifying" actions and consequence, showing that there can be a way to make actions in one moment obey the probability of later developments to score points. They are not creating memory, per se, and not recreating what happens in the mind. Rather, as they put it, they "offer a mechanistic account of behaviors that may inspire models in neuroscience, psychology, and behavioral economics."

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AI and Big Data Expo North America announces leading Speaker Lineup

TechEx Events | March 07, 2024

AI and Big Data Expo North America announces new speakers! SANTA CLARA, CALIFORNIA, UNITED STATES, February 26, 2024 /EINPresswire.com/ -- TheAI and Big Expo North America, the leading event for Enterprise AI, Machine Learning, Security, Ethical AI, Deep Learning, Data Ecosystems, and NLP, has announced a fresh cohort of distinguishedspeakersfor its upcoming conference at the Santa Clara Convention Center on June 5-6, 2024. Some of the top industry speakers set to take the stage are: - Sam Hamilton - Head of Data & AI – Visa - Dr Astha Purohit - Director - Product (Tech) Ops – Walmart - Noorddin Taj - Head of Architecture and Design of Intelligent Operations - BP - Temi Odesanya - Director - AI Governance Automation - Thomson Reuters - Katie Sanders - Assistant Vice President – Tech - Union Pacific Railroad - Prasanth Nandanuru – SVP - Wells Fargo - Rodney Brooks - Professor Emeritus - MIT These esteemed speakers bring a wealth of knowledge and expertise to an already impressive lineup, promising attendees a truly enlightening experience. In addition to the speakers, theAI and Big Data Expo North Americawill feature a series of presentations covering a diverse range of topics in AI and Big Data exploring the latest innovations, implementations and strategies across a range of industries. Attendees can expect to gain valuable insights and practical strategies from presentations such as: How Gen AI Positively Augments Workforce Capabilities Trends in Computer Vision: Applications, Datasets, and Models Getting to Production-Ready: Challenges and Best Practices for Deploying AI Ensuring Your AI is Responsible and Ethical Mitigating Bias and Promoting Fairness in AI Systems Security Challenges in the Era of Gen AI and Data Science AI for Good: Social Impact and Ethics Selling Data Democratization to Executives Spreading Data Insights across the Business Barriers to Overcome: People, Processes, and Technology Optimizing the Customer Experience with AI Using AI to Drive Growth in a Regulated Industry Building an MLOps Foundation for AI at Scale The Expo offers a platform for exploration and discovery, showcasing how cutting-edge technologies are reshaping a myriad of industries, including manufacturing, transport, supply chain, government, legal sectors, financial services, energy, utilities, insurance, healthcare, retail, and more. Attendees will have the chance to witness firsthand the transformative power of AI and Big Data across various sectors, gaining insights that are crucial for staying ahead in today's rapidly evolving technological landscape. Anticipating a turnout of over 7000 attendees and featuring 200 speakers across various tracks, AI and Big Data Expo North America offers a unique opportunity for CTO’s, CDO’s, CIO’s , Heads of IOT, AI /ML, IT Directors and tech enthusiasts to stay abreast of the latest trends and innovations in AI, Big Data and related technologies. Organized by TechEx Events, the conference will also feature six co-located events, including the IoT Tech Expo, Intelligent Automation Conference, Cyber Security & Cloud Congress, Digital Transformation Week, and Edge Computing Expo, ensuring a comprehensive exploration of the technological landscape. Attendees can choose from various ticket options, providing access to engaging sessions, the bustling expo floor, premium tracks featuring industry leaders, a VIP networking party, and a sophisticated networking app facilitating connections ahead of the event. Secure your ticket with a 25% discount on tickets, available until March 31st, 2024. Save up to $300 on your ticket and be part of the conversation shaping the future of AI and Big Data technologies. For more information and to secure your place at AI and Big Data Expo North America, please visit https://www.ai-expo.net/northamerica/. About AI and Big Data Expo North America: The AI and Big Data Expo North America is a leading event in the AI and Big Data landscape, serving as a nexus for professionals, industry experts, and enthusiasts to explore and navigate the ever-evolving technological frontier. Through its focus on education, networking, and collaboration, the Expo continues to be a beacon for those eager to stay at the forefront of technological innovation. “AI and Big Data Expo North Americais a part ofTechEx. For more information regardingTechExplease see onlinehere.”

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