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From Research to Real-World Impact: AI in Action with Sun Sumei
Manage episode 450075947 series 2391199
Fresh out of the studio, Dr. Sun Sumei, Executive Director of the Institute for Infocomm Research (I2R) at Singapore’s ASTAR shares her perspectives on AI’s fast-paced evolution and its broader impact on the future. With over a decade dedicated to AI research, Dr. Sumei reflects on I2R’s journey from big data analytics to the era of Generative AI, emphasizing large language models designed for Southeast Asia. Advocating for responsible AI, Dr. Sumei prioritizes societal benefit and sustainability over sheer technical ambition, urging a balanced, systematic approach to distinguish valuable applications from mere hype. Last but not least she shares her vision of AI as a force to enhance human creativity and address real-world challenges through sustainable innovation."
Audio Episode Highlights: [0:46] - Introduction to Sun Sumei and her role at ASTAR [2:09] - Sun Sumei’s journey from China to Singapore [2:50] - The mission of the Institute for Infocomm Research (I2R) [4:00] - Research at I2R blending innovation with commercial applications [4:11] - Career lessons from Sun Sumei’s extensive experience in science and technology [6:32] - The evolution of AI and its rapid advancements [7:15] - Striking a balance between performance and cost in AI [8:11] - Collaborating with Singapore Airlines on AI for fleet optimization [9:55] - Focus on multimodal AI and large language model development [11:26] - AI for manufacturing: The AIM initiative [12:20] - MerLion: I2R multi-modal LLM in the works [13:27] - The future of AI in scientific discovery and its potential for sustainability [16:03] - The balance between necessary and unnecessary AI applications [16:55] - Responsible AI: Navigating the curiosity phase [19:10] - Achieving success in AI through efficiency and model optimization [20:52] - What constitutes success in AI: Technical breakthroughs vs. societal impact [22:48] - AI for good: Contributing to humanity and sustainability [24:02] - The importance of a systematic approach to AI [24:53] - Closing remarks and future expectations for AI
You can find Dr Sun Sumei here in ASTAR: https://www.a-star.edu.sg/i2r/about-i2r/i2r-management/sun-sumei and her LinkedIn: https://www.linkedin.com/in/sumei-sun-8590814/?originalSubdomain=sg
Podcast Information: Bernard Leong hosts and produces the show. Proper credits for the intro and end music: "Energetic Sports Drive" and the episode is mixed & edited in both video and audio format by G. Thomas Craig
Analyse Asia Main Site: https://analyse.asia
Analyse Asia Spotify: https://open.spotify.com/show/1kkRwzRZa4JCICr2vm0vGl
Analyse Asia Apple Podcasts: https://podcasts.apple.com/us/podcast/analyse-asia-with-bernard-leong/id914868245
Analyse Asia YouTube: https://www.youtube.com/@AnalyseAsia
Analyse Asia LinkedIn: https://www.linkedin.com/company/analyse-asia/
Analyse Asia X (formerly known as Twitter): https://twitter.com/analyseasia
Analyse Asia Threads: https://www.threads.net/@analyseasia
Sign Up for Our This Week in Asia Newsletter: https://www.analyse.asia/#/portal/signup
Subscribe Newsletter on LinkedIn https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7149559878934540288
473 επεισόδια
Manage episode 450075947 series 2391199
Fresh out of the studio, Dr. Sun Sumei, Executive Director of the Institute for Infocomm Research (I2R) at Singapore’s ASTAR shares her perspectives on AI’s fast-paced evolution and its broader impact on the future. With over a decade dedicated to AI research, Dr. Sumei reflects on I2R’s journey from big data analytics to the era of Generative AI, emphasizing large language models designed for Southeast Asia. Advocating for responsible AI, Dr. Sumei prioritizes societal benefit and sustainability over sheer technical ambition, urging a balanced, systematic approach to distinguish valuable applications from mere hype. Last but not least she shares her vision of AI as a force to enhance human creativity and address real-world challenges through sustainable innovation."
Audio Episode Highlights: [0:46] - Introduction to Sun Sumei and her role at ASTAR [2:09] - Sun Sumei’s journey from China to Singapore [2:50] - The mission of the Institute for Infocomm Research (I2R) [4:00] - Research at I2R blending innovation with commercial applications [4:11] - Career lessons from Sun Sumei’s extensive experience in science and technology [6:32] - The evolution of AI and its rapid advancements [7:15] - Striking a balance between performance and cost in AI [8:11] - Collaborating with Singapore Airlines on AI for fleet optimization [9:55] - Focus on multimodal AI and large language model development [11:26] - AI for manufacturing: The AIM initiative [12:20] - MerLion: I2R multi-modal LLM in the works [13:27] - The future of AI in scientific discovery and its potential for sustainability [16:03] - The balance between necessary and unnecessary AI applications [16:55] - Responsible AI: Navigating the curiosity phase [19:10] - Achieving success in AI through efficiency and model optimization [20:52] - What constitutes success in AI: Technical breakthroughs vs. societal impact [22:48] - AI for good: Contributing to humanity and sustainability [24:02] - The importance of a systematic approach to AI [24:53] - Closing remarks and future expectations for AI
You can find Dr Sun Sumei here in ASTAR: https://www.a-star.edu.sg/i2r/about-i2r/i2r-management/sun-sumei and her LinkedIn: https://www.linkedin.com/in/sumei-sun-8590814/?originalSubdomain=sg
Podcast Information: Bernard Leong hosts and produces the show. Proper credits for the intro and end music: "Energetic Sports Drive" and the episode is mixed & edited in both video and audio format by G. Thomas Craig
Analyse Asia Main Site: https://analyse.asia
Analyse Asia Spotify: https://open.spotify.com/show/1kkRwzRZa4JCICr2vm0vGl
Analyse Asia Apple Podcasts: https://podcasts.apple.com/us/podcast/analyse-asia-with-bernard-leong/id914868245
Analyse Asia YouTube: https://www.youtube.com/@AnalyseAsia
Analyse Asia LinkedIn: https://www.linkedin.com/company/analyse-asia/
Analyse Asia X (formerly known as Twitter): https://twitter.com/analyseasia
Analyse Asia Threads: https://www.threads.net/@analyseasia
Sign Up for Our This Week in Asia Newsletter: https://www.analyse.asia/#/portal/signup
Subscribe Newsletter on LinkedIn https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7149559878934540288
473 επεισόδια
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