Breakthroughs In Efficient Deep Learning AI-podden podcast

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Artificiell intelligens Tech Nyheter Nyheter i Teknologi AIpodden With Ather Gattami

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Threshold

for 9 hours sidenfor 9h ago

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Threshold is a Peabody Award-winning documentary podcast about our place in the natural world. Each season, we take listeners on a journey into the heart of a complex environmental story, asking how we got here and where we might be headed. In our latest season, Hark, we hand the mic over to our planet-mates and investigate what it means to truly listen to nonhuman voices—and the cost if we don't. With mounting social and ecological crises, what happens when we tune into the life all around us? Threshold is nonprofit, listener-supported, and independently produced.

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Breakthroughs in Efficient Deep Learning

for 2 år siden 49:21

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Indhold leveret af AI-Podden with Ather Gattami and Ather Gattami. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af AI-Podden with Ather Gattami and Ather Gattami eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

We have great pleasure of hosting Mert Pilanci, Professor at Stanford University. Mert Pilanci shares with us his recent research breakthroughs in machine learning. Mert and his group discovered that the training of shallow neural networks can be transformed into super-efficient algorithms that always achieve the best accuracy possible on the first shot. Read more: https://ai-podden.se/

… continue reading

155 episoder

#Artificiell intelligens #Tech #Nyheter #Nyheter i Teknologi #AIpodden With Ather Gattami

AI-podden podcast artwork

Breakthroughs in Efficient Deep Learning

62 subscribers

published for 2 år siden

Del

MP3•Episode hjem

Indhold leveret af AI-Podden with Ather Gattami and Ather Gattami. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af AI-Podden with Ather Gattami and Ather Gattami eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

We have great pleasure of hosting Mert Pilanci, Professor at Stanford University. Mert Pilanci shares with us his recent research breakthroughs in machine learning. Mert and his group discovered that the training of shallow neural networks can be transformed into super-efficient algorithms that always achieve the best accuracy possible on the first shot. Read more: https://ai-podden.se/

… continue reading

155 episoder

#Artificiell intelligens #Tech #Nyheter #Nyheter i Teknologi #AIpodden With Ather Gattami

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AI-podden

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Where Science Meets AI 37:42

for 17 hours siden37:42

37:42

In this episode, Salla Franzén, Investment Manager at Navigare Ventures, returns to AI-Podden to explore how AI accelerates discovery in fields like life sciences and neuroscience. She unpacks the risks of tech hype, the need for explainable, trustworthy AI, and the importance of tools that bridge disciplinary gaps. Salla also shares insights on scientific investing, technical depth, and improving EU funding processes.…

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What AI Can’t Do (Yet)... 27:08

for 8 dage siden27:08

27:08

In this week's episode we host John Lamb, Solutions Lead AI & Analytics at TietoEvry. John emphasises that while tools like LLMs are useful for automating repetitive tasks such as code generation or data prep, they fall short when it comes to reasoning and interpreting structured data. He explains that data cleaning still dominates much of a data scientist’s time and that current AI tools, though helpful, cannot yet be trusted for end-to-end analysis. John also discusses why he believes AGI is still years away, requiring a fundamental shift in technology, and shares practical advice for using AI responsibly, underscoring the importance of human judgment in any AI-driven workflow.…

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AI, War, and the Human Touch 43:37

for 13 dage siden43:37

43:37

In this episode, we host special guest; Senior Business and Tech Correspondent at SVT and author, Alexander Norén. We discuss how AI is transforming warfare, especially through autonomous drones and decision-making systems, as explored in his documentary AI War . Alexander also reflects on AI’s impact on jobs, arguing that human-made work will gain value in the future. The conversation ends with concerns about AI-driven misinformation and the importance of trustworthy, human-centered journalism.…

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The AI Revolution: Industry Disruption, Investment Shifts, and Future Challenges 29:23

for 22 dage siden29:23

29:23

In this episode we speak to Anders Indset, a philosopher, deep tech investor, and best-selling author. We discuss AI’s real-world impact, emphasizing Large Quantitative Models (LQMs) that optimize industry-specific data in fields like healthcare, finance, and logistics. Anders critiques Europe’s cautious investment culture, advocating for a bolder approach in AI-driven sectors. Inset stresses the need for balanced AI regulation to foster innovation while addressing global challenges like climate change.…

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Data, Independence and Bias: The EU AI landscape 25:32

for 29 dage siden25:32

25:32

In this episode we chat to Niklas Silfverström, CEO of Klang.ai, about Europe's need for AI independence. We discuss data privacy risks, the Cloud Act, and AI bias, emphasizing the need for European infrastructure and language models. Niklas highlights how relying on American AI companies threatens sovereignty, and why investing in GPUs, data centers, and energy is crucial for Europe's competitive future. He also warns that without these efforts, Europe risks becoming a mere consumer of AI rather than a leader in the field. We should note that we use Klang.ai's wonderful platform in the backend processes of AI-Podden - they make our jobs much easier.…

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The AI Race: GROK 3, Open-Source Wars, and the Future of AGI 49:33

for 5 weeks siden49:33

49:33

In this episode, we host Anders Arpteg to discuss GROK 3’s rapid innovation, the competitive AI landscape, and the rise of Chinese models. We explore Elon Musk’s influence, AI power concentration, open-source challenges, and the Tesla Agile DNA. The conversation concludes with insights into AI reasoning, AGI development, and future challenges.…

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Game on with AI: How King is Levelling Up 24:21

for 9 weeks siden24:21

24:21

In this episode, Ather speaks to Galina Esther Shubina, Senior Director of AI Strategy at King. They discuss how AI improves gameplay and development at King through AI-powered playtesting bots. Galina is excited about robotics but sees major technical challenges ahead. On AGI, she is skeptical, predicting it won’t emerge for at least 100 years due to AI’s Game on limitations in reasoning. For 2025, she expects smaller generative models and a shift toward traditional AI methods like supervised learning, which she sees as more valuable for businesses.…

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Driving AI at Volvo 31:06

for 12 weeks siden31:06

31:06

In this episode, Ather speaks to Mehrdad Mamaghani, Volvo Group’s Head of Data Science. They discuss AI’s role in predictive maintenance, financial forecasting, and sustainability. Merdad critiques the hype around AGI, emphasizing transparency and practical applications, and highlights the need for AI talent and expertise in Europe.…

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AI-Podden News - December 30:11

for 15 weeks siden30:11

30:11

Merry Christmas folks! This week, guest host (Sifted's) Mimi Billing and Ather discuss December's AI news updates. Highlights included Uber's entry into AI data labeling, Google DeepMind's Genie 2 for training AI in simulated environments, and Amazon's collaboration with Anthropic to develop a mega AI supercomputer. We covered the importance of new algorithms over mere scaling and the potential of agentic AI to bring advancements toward artificial general intelligence (AGI). The year saw record AI funding rounds, with Databricks leading at $10 billion, while disappointments included unmet expectations for reasoning capabilities in AI models. Looking ahead, we anticipate innovations in AI model architectures, memory integration, and task automation tools.…

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AI-Podden News - November 42:05

for 17 weeks siden42:05

42:05

This week, guest host (Sifted's) Mimi Billing and Ather discuss November's AI news updates. Topics include; OpenAI’s Slush presentation, which revealed both innovation and cultural challenges, and the diminishing returns of AI scaling laws. They explore the rise of specialized models, new players like Gemesis and Mistral, and OpenAI's ChatGPT search feature. The episode also examines AI’s growing role in medicine, highlighting its diagnostic potential alongside concerns about biases and reliability, while reflecting on the balance between rapid progress and persistent challenges in AI development.…

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AI’s Dual Identity: Philosophy Meets Practicality 37:51

for 20 weeks siden37:51

37:51

Christian Guttmann, Executive Director of the Nordic AI Institute, discusses AI as both a philosophical aspiration and a practical tool. He highlights applications like personalized banking recommendations and data querying with large language models but notes their limitations in reasoning and understanding. Advocating for hybrid AI models and richer data, he emphasizes the need for multimodal approaches that integrate various forms of input, such as speech and gestures, to advance AI capabilities. He also warns that Europe risks falling behind in AI development without greater investment and bold innovation.…

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Navigating AI Ethics and Regulation 28:56

for 22 weeks siden28:56

28:56

This week we welcome back; Reggie Townsend, Vice President of Data Ethics at SAS Institute and member of President Biden's National AI Advisory Council. We discussed AI development and regulation in the US. He stressed balancing innovation incentives with government restraint and cited the CHIPS Act as key for AI infrastructure, though most investments are private. He highlighted that AI trustworthiness varies, suggesting risk-based assessments. Townsend underscored the importance of AI education and common standards. On regulation, he noted a risk-focused, citizen-protective approach with inevitable dissent. Lastly, he urged AI to remain a bipartisan issue, avoiding politicization similar to electricity, with current bipartisan support.…

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AI-Podden Live - Special Guest, Ingrid af Sandeberg 12:20

for 23 weeks siden12:20

12:20

This episode, recorded live, at the third installment of AI-Podden live at Epicenter, features Ingrid af Sandeberg, Strategic Advisor at Epicenter and Chairman of the board at Stockholm AI. She joins Ather & Mimi on the stage to discuss AI trends and tools, including Notebook LM, highlighting the shift toward smaller, specialized models like those on Hugging Face. She emphasizes the challenges of regulating AI in rapidly evolving fields and advocates for outcome-based regulations. Despite Sweden's strong AI expertise, she notes a slow adoption rate and calls for better collaboration between AI experts, domain professionals, and regulators.…

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AI-Podden News - September & October 29:38

for 24 weeks siden29:38

29:38

This episode, recorded live, is the third installment of Ather and Mimi's special news updates at Epicenter Stockholm. They discuss Elon Musk's We, Robot controversy, OpenAI's $6.6 billion funding round, and AI limitations like pattern matching. They also highlighted neurosymbolic AI’s potential, Nobel winners in machine learning, and the rapid adoption of generative AI tools, and noted the unreliability of current AI agents and the promise of Google’s Notebook LM.…

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AI First: How is Google Shaping the Future of Intelligence 41:08

for 27 weeks siden41:08

41:08

Ted Schönbeck, Nordic CTO, Google Cloud discusses the current and future landscape of AI, emphasizing its ability to perform tasks that typically require human intelligence, with machine learning allowing systems to learn independently. Google, an "AI-first" company since 2016, has integrated AI into products like Maps and Search. Schönbeck highlights recent advancements in large language models and generative AI, particularly the use of large token windows for analyzing extensive datasets and the rise of multimodal AI, which processes diverse data types like text, images, and audio. He also addresses the challenges businesses face in scaling AI, recommending fine-tuned, specialized models over generalized large ones.…

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