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AI-podden

Latest episodes

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Apr 19, 2024 • 30min

AI in action: A real-world IT approach

In this episode, Ather interviews Ramprakash Ramamoorthy, AI director at ManageEngine, who clarifies AI's role as a practical tool for pattern recognition and productivity in IT management, rather than a threat to human jobs. Ram discusses how ManageEngine has integrated AI across their product suite since 2011 to optimize IT operations and customer service, enabling proactive management decisions. He emphasizes the evolution of AI from a hyped technology to a crucial component in streamlining business processes and enhancing decision-making capabilities within the IT sector.    
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Apr 10, 2024 • 31min

AI-podden News - March

This week our guest host, Sifted's Mimi Billing and Ather discuss March's AI developments, including; Elon Musk has sued OpenAI, alleging violation of their nonprofit agreement through a Microsoft collaboration and deviation from open-source values. Concurrently, Musk introduced his open-source language model, GROK. Meanwhile, Anthropic's new AI, Cloud 3, reportedly surpasses ChatGPT and Google's Gemini in performance. The episode also covers the EU AI Act and a UN AI resolution, drawing varied perspectives on their impact. Additionally, the resignation of Stability AI's CEO and the company's financial woes post a $101 million October 2022 funding round were discussed, underlining the difficulties in AI monetization and the saturated startup landscape.
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Mar 1, 2024 • 27min

AI-podden News - February

This week our guest host, Sifted's Mimi Billing and Ather discuss February's AI developments, including OpenAI's new video tool, Sora, and its careful release strategy amidst ethical concerns. They explore the bias issues in Google's Gemini AI and contrast different AI philosophies, highlighting the debate between practical AI applications and the pursuit of genuine intelligence. The conversation also covers NVIDIA's significant market valuation, the concept of an AI bubble, and Google's approach to AI-written content for publishers. Investments in robotics by NVIDIA and OpenAI are mentioned as forward-looking strategies. Finally, the hosts ponder the hype around AI compared to past excitement in the crypto industry. Don't forget to subscribe and follow us on Linkedin.
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Feb 22, 2024 • 29min

Democratisation of Generative AI

Salman Avestimehr, USC professor and FedML co-founder, discusses AI, federated learning, and large language models. This week's topics include; AI definition, distributed and federated systems research, current challenges in generative AI, and trustworthiness in ML. Ather and Salman explore the future of accessible LLMs on personal devices, stress the importance of data, and discuss challenges like distinguishing machine-generated outcomes. The conversation touches on enforcing regulations in the era of open-source tools and recommends the book "Life 3.0” Don't forget to subscribe and follow us on Linkedin.
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Feb 15, 2024 • 36min

Financial trading as a game

In this episode of the AI Podcast, host Ather Gattami interviews Michal Sustr, co-founder of EquiLibre, a company that uses game theory and reinforcement learning for trading. Michal discusses the company's approach to trading, which is based on the idea that markets can be modelled as games. He explains that EquiLibre uses game theory to develop algorithms which can predict the behaviour of other traders and make profitable trades. Ather and Michal also discuss the future of AI, and Sustr predicts that large language models (LLMs) will continue to be a major area of research in the coming years. Michal believes that LLMs will eventually be able to reason and solve problems in a way that is indistinguishable from human intelligence. Don't forget to subscribe and follow us on Linkedin.
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Feb 8, 2024 • 33min

Generalisation vs Reasoning

Reinforcement learning is a type of machine learning that allows agents to learn by interacting with their environment. DeepMind researcher, David Abel is interested in using reinforcement learning to understand and build intelligent agents. One of the big questions in AI is what exactly "intelligence" is. Another big question is how to build intelligent agents that can reason and solve problems. Abel believes that it is important to achieve conceptual clarity in AI.   Abel's research focuses on AI's core scientific questions, emphasizing the need for conceptual clarity about intelligent behavior and agents. David express skepticism about creating AI with certain reward functions, suggesting that multi-criteria objectives could better align AI with human interests.    Don't forget to subscribe and follow us on Linkedin.
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Feb 1, 2024 • 28min

AI-podden News - January

In this episode, Mimi and Ather delve into the impact of AI on elections and political communication as well as deepfakes and cybercrime. They address OpenAI's suspension of a developer for creating a politician-impersonating chatbot and an AI-generated robocall falsely imitating President Biden, demonstrating AI's potential misuse in politics. They also discuss McAfee's Project Mockingbird, an AI technology introduced at CES 2024 to combat deepfake audio and cybercrime. Additionally, the episode covers The New York Times' lawsuit against OpenAI, highlighting the intricate legal and ethical issues surrounding AI-generated content in the realms of copyright and media.   Don't forget to subscribe and follow us on Linkedin.
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Jan 24, 2024 • 1h 1min

The inventor of LoRA - Edward Hu

Edward Hu, Researcher at OpenAI, known for his invention of LoRA, a widely used machine learning method to fine-tune Large Language Models (LLMs) which he co-invented at Microsoft, shares his views on LoRa. Together with Ather he also discusses the development of GFlowNets as a promising tool for the development of reasoning and planning AI systems.  Don't forget to subscribe and follow us on Linkedin.
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Dec 23, 2023 • 29min

AI-podden News — Dec 23

Mimi Billing, European editor at Shifted and Ather highlight the latest news in AI in December and take a look back at 2023. In this episode, you will hear the latest on the release of Google DeepMind's Gemini in its Ultra, Pro, and Nano versions. How European Union policymakers have reached a provisional agreement on AI rules under the EU AI ACT. Additionally, the episode also cover developments in robotics, provides a review of AI in 2023, and offers predictions for what we might see in the field of AI in 2024. Don't forget to subscribe and follow us on Linkedin.
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Dec 15, 2023 • 26min

The Future AI City

Andy Karvonen, Prof. of Urban Design and Planning at Lund University talks of  the “Urban Brain", where we have some kind of smart city control room managing all aspects, from traffic to transportation and the management of facilities. Andy and Ather discuss the pros and cons of such a future, delving into the hard but important questions of privacy, surveillance, and so on. Andy and Ather also discuss the future of an AI-driven society, policymaking, and how to deal with the challenge of big tech dominating in the AI tech field. Don't forget to subscribe and follow us on Linkedin    

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