Кращі подкасти про Deep Learning (2024)

1
Questioning Your Way to Vocational Clarity 44:53

11d ago44:53

44:53

Many people feel stuck in their careers. At the root this is because they lack clarity about who they are and what they were made to do. Clarity emerges on the heels of questioning your erroneous assumptions about vocation.Mike Gray/Will Gray

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027: Managing disruptive change, ships in the tech navy, and big maverick energy 27:29

20d ago27:29

27:29

In today's episode, Michelle and Nikola discuss the challenges and strategies involved in managing disruptive change, particularly related to deploying AI in large businesses. Their talk emphasizes the importance of champions within organizations, the role of companies like Accenture, starting small to de-risk projects, and the impact of change man…

1
Discerning Your Calling 1:00:18

25d ago1:00:18

1:00:18

Vocation should not be chosen pragmatically based merely on opportunity. Vocation is literally a calling to use your unique giftedness for the glory of God. Dr. Scott Whitmore, a researcher in retinal diseases, shares his wrestling to discern God's call.Mike Gray/Scott Whitmore

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026: Inside NVIDIA GTC 2024 21:44

27d ago21:44

21:44

Join Damien and Tomasz, a senior machine learning engineer at PolyAI, as they discuss the key highlights of NVIDIA's megacon GTC. They discuss standout sessions, including the announcement of NVIDIA Blackwater platform for reducing cost and energy requirements of high-performance AI systems. They also talk about the concerns around the size of lang…

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025: Mythbusting generative AI "threats" (and how to cut through the fear-mongering) 17:34

1M ago17:34

17:34

Laura debuts hosting in today's episode, which discusses various concerns and myths around generative AI, particularly addressing Gartner's prediction of a customer's death due to bad information from AI chatbots. It also delves into real-life scenarios such as the Air Canada lawsuit, mishaps with Google Gemini, and the overall impact of generative…

1
Ideals Collide With Identity 45:19

1M ago45:19

45:19

Ideals are commendable but how we implement ideals can corrupt our true identity. Susanna Hindman shares her story of life in a disadvantaged community in West Baltimore, Maryland.Mike Gray/Susanna Hindman

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024: Conversations featuring Kristin Punter, Pacific Gas & Electric Company 28:16

1M ago28:16

28:16

Kicking off a new recurring series, this episode sees Kylie Whitehead interviewing Kristin Punter, Senior Director of Customer Service Outreach and Strategic Workforce Management at Pacific Gas and Electric Company. Kristin shares her career journey from starting as a call center representative to her current senior leadership role at PG&E. They'll…

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023: Why contact leaders are getting promoted off successful AI implementations 20:48

2M ago20:48

20:48

Today's episode covers the potential impact of successful AI implementation in contact centers on the career growth, and promotion of contact center leaders. We're highlighting how AI can provide strategic insights, drive operational efficiencies, and add value beyond just automation. Michelle and Nikola also touch on the importance of leveraging d…

1
Healthcare Is Its Own Worst Enemy 1:01:37

2M ago1:01:37

1:01:37

Healthcare is better at treating disease than at creating and maintaining health. Dr. Daniel Hindman of the Johns Hopkins hospital system argues that medical professionals fail to grapple with the real determinants of patient health. Healthcare presumptuously treats even foreseeable physical dysfunction or limitation within a human lifespan as a pr…

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022: AI News Recap! Sora, LAMs and the Elephant in the Machine 24:34

2M ago24:34

24:34

Michelle and Nikola discuss the impact of recent AI advancements on customer experience, including the developments in generative AI, multimodal explorations, and new AI products. They cover topics such as the potential for AI memory, personalization, and consumer data privacy, as well as the evolving consumer expectations and trust in AI technolog…

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021: How customer data is flipping the business value of the contact center 19:33

2M ago19:33

19:33

PolyAI's Global VP of Solution Consulting Brad talks with CEO Nikola about the future of customer data in the contact center. They discuss the value of data in improving customer service, the challenges in gathering practical data faced by traditional contact centers, the role of AI in capturing and analyzing data, and the potential benefits of usi…

1
Growing Through Infertility and Loss 48:07

2M ago48:07

48:07

Dr. Valerie Coffman shares her personal struggles with infertility and loss and reflects on the opportunities for growth through profound disppointment.Mike Gray/Valerie Coffman

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020: Effective Accelerationism, Fully Automated Contact Centers and Serbian Agriculture 22:22

2M ago22:22

22:22

Nikola and Michelle dish about the future of fully automated support systems, the pros and cons of effective accelerationism, and the balance between automation and human interaction in the contact center - now and tomorrow. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

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019: How practically safeguarding generative AI works IRL 26:50

3M ago26:50

26:50

Kylie Whitehead and Meghan Berton discuss the importance of implementing guardrails to limit a system to its intended scope and ensure the generated outputs are safe. They also touch on topics like user input filtering, hybrid generative AI solutions, hallucination management, and preventing offensive or biased responses. These and highlighting cha…

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Learning by Heart is Not Mere Memorization 41:46

3M ago41:46

41:46

Cardiothoracic surgeon, Dr. Nathan Smith, as a college sophomore experienced the liberation that comes with transformational learning. In this podcast he explains how a focus on understanding and deep learning informs his Christian faith as well as his life as a surgeon.Mike Gray/Nathan Smith

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018: How to avoid PR nightmares when deploying generative AI 23:14

3M ago23:14

23:14

Damien and Nikola discuss the importance of safeguarding when deploying generative AI instances, specifically calling out the recent DPD debacle, where a chatbot was manipulated to produce inappropriate content. The episode also touches on the concept of retrieval augmented generation (RAG), and the potential flags to watch out for when building an…

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017: Brand in the Contact Center 29:37

3M ago29:37

29:37

Kylie and Michelle converse about the role of brand in the contact center, highlighting the disconnect between the effort put into creating engaging brand experiences and the impersonal nature of current contact center operations. They explore the challenges brands face in maintaining a consistent brand experience and personal connection throughout…

1
Essentials of Learning 25:36

3M ago25:36

25:36

Pediatrician & internal medicine practioner, teacher of medical residents, and homeschool mom, Dr. Joy Smith reflects on an early experience of transformative learning and distills from it timeless principles of lasting learning.Mike Gray/Joy Smith

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016: Introducing Pheme, the speech generation model built to scale. 21:42

3M ago21:42

21:42

In this insightful episode, host Kylie Whitehead converses with Dr. Ivan Vulić, a Senior Scientist at PolyAI and a Principal Research Associate at the University of Cambridge. They discuss the development and advantages of 'Pheme', a new, more efficient model for voice generation developed by PolyAI. Unlike existing Text-To-Speech (TTS) models, Phe…

1
015: 2023 - An AI Year in Review 18:08

3M ago18:08

18:08

In this episode, Michelle and Nikola discuss the year in review for PolyAI and the advancements in conversational AI. They also talk about New Year's resolutions and the impact of generative AI on various industries, including therapy and entertainment, address skeptics and deniers, and conclude by creating a virtual assistant for Nikola's Serbian …

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014: Why the New York Times is suing OpenAI - Copyright, Lawsuits & Fair Use 23:11

4M ago23:11

23:11

Join hosts Michelle and Nikola as they dive into a potentially industry-shaping lawsuit: the New York Times vs OpenAI. They explore various aspects of this case, including implications for copyright, fair use, and the value of journalism in today's AI-driven world. The duo also touches upon potential threats to traditional journalism from AI, the s…

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013: The Evolution of Voice Generation 23:32

4M ago23:32

23:32

Join host Kylie Whitehead as she discusses the transformation of voice generation with PolyAI's head of machine learning, Paweł Budzianowski. They delve into the history of voice generation, discussing its inception in the 1950s and the influence of movies like 'Her' on its development. They also explore the shortcomings of current AI voices like S…

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012: AI & CX Trends in Retail 27:07

4M ago27:07

27:07

In this episode of Deep Learning with PolyAI, Michelle and Nikola shed light on the potential of AI and voice technology in enhancing the retail customer experience. They talk about the challenges retail faces, the importance of brand consistency, the impacts of seasonality on the industry, and how AI can streamline processes while maintaining a hi…

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011: The AI Alliance, Google Gemini and Other News 22:10

4M ago22:10

22:10

In this highly reactive episode of Deep Learning, Damien and Nikola talk about the recent announcement of the AI Alliance and Google's Gemini release. They discuss the formation and purpose of the AI Alliance, the role of academia in the AI space, and the potential impact on the future of organizational design. They also speculate about the motives…

1
Lifelong Learner Goes Deeper 34:38

5M ago34:38

34:38

Lifelong learning is not necessarily deep. Here we chronicle such a learner as she allows herself to be challenged to go deeper personally and eventually in her pedagogy with senior high students.Mike Gray

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010: Effective Altruism & Safety in AI 26:19

5M ago26:19

26:19

The Deep Learning pod is back, and this week Nikola and Michelle discuss effective altruism, its influence on technology builders, and its potential role in the recent OpenAI drama. Is it a guise for-profit entities to deflect scrutiny? Should it be the guiding force for AI regulation, or at minimum, responsible deployment? What's Peter Singer's sh…

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09: The Monumental Potential of Artificial General Intelligence (AGI) 24:20

5M ago24:20

24:20

In this thought-provoking episode of Deep Learning with PolyAI, hosts Damien (Communications) and Nikola (CEO & Co-Founder) delve into the topic of Artificial General Intelligence (AGI) and its broad implications. Nikola shares his expert understanding of AGI, contrasting it with popular views of AI and shedding light on the effects and challenges …

1
Getting Down to Business 41:39

5M ago41:39

41:39

Success in business comes through embracing "a way of thinking" that seeks to answer compelling questions using a complex interdisciplinary set of concepts. Students can be taught this mindset in the classroom through a query-focused approach.Mike Gray

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08: Customer Experience or Operational Efficiency? Boost Both. 22:41

5M ago22:41

22:41

This week, hosts Michelle Schroeder (SVP, Marketing) and Nikola Mrkšić (CEO, Co-Founder) of PolyAI talk about the crux of boosting both operational efficiency and customer experience. The hosts examine how the pitfalls of traditional interactive voice response (IVR) systems have shaped customer perceptions, and how a blend of AI and human interacti…

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07: Reaction to OpenAI DevDay 2023 18:25

5M ago18:25

18:25

PolyAI's Michelle and Nikola unpack announcements from this week's DevDay, touching on GPT-4 Turbo, the impact of consistent model output, the marketization of custom GPTs, and the intriguing possibilities of new text-to-speech capabilities. Additionally, we touch on the importance of reproducibility and security considerations in enterprise-level …

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06: The Evolution of Speech Recognition with Paweł Budzianowski, Head of Machine Learning at PolyAI 19:12

5M ago19:12

19:12

In this episode of the PolyAI podcast, host Kylie Whitehead interviews Paweł Budzianowski, the head of machine learning at PolyAI. They dive into the past 70 years of speech recognition, moving from hidden Markov models to deep learning transformations and beyond. Plus, Seinfeld and Jordan Peele in the speech zeitgeist? 00:43 The Importance of Voic…

1
Poverty and a PhD 45:48

5M ago45:48

45:48

Sam Saldivar grew up in a migrant farm worker's large family but went on an educational journey leading to a PhD in Old Testament. Now an professor, his Bible classes aim for deep and durable understanding and not mere memorization.Mike Gray

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05: The Future of Conversational AI (Pt. 2) with Yan Zhang, COO of PolyAI 23:07

6M ago23:07

23:07

In a continuation of last week's episode, PolyAI's Michelle (SVP Marketing), Nikola (CEO) and Yan (COO) delve into the challenges of enterprises building upon LLMs, and the importance of explainability, accountability, and safety in all aspects of AI deployment. Also, is hybrid the way in the short term? Follow PolyAI on LinkedIn Watch this and oth…

1
04: The Future of Conversational AI (Pt. 1) with Yan Zhang, COO of PolyAI 20:36

6M ago20:36

20:36

Ooh, a new look! Michelle (SVP Marketing), Nikola (CEO), and Yan (COO) discuss the changing landscape of conversational AI, the impact of generative AI, control and expectations, and the potential for brands to sculpt their voice assistants to enhance customer experiences. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning…

1
Your Freedom Ends Where Your Neighbor's Nose Begins 45:54

6M ago45:54

45:54

Harmonizing personal freedom and the biblical law of love through the discipline of public health.Mike Gray

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03: Generative AI in Contact Centers 22:49

6M ago22:49

22:49

This one starts off strong! Episode 3 in a weekly series touching on AI, voice and the customer experience. Today, Michelle and Nikola of PolyAI discuss the specific applications of genAI in the contact center, and what risks/benefits exist on both sides of the call. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod o…

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02: Generative Voice AI with PolyAI CEO Nikola Mrkšić 25:20

6M ago25:20

25:20

There's a lot of hype around the application of generative AI to the voice channel. Listen in as Nikola and Michelle discuss who's doing it and how, what pitfalls organizations need to be aware of, and what you can expect from the next generation of models like GPT 4.0 and beyond. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep …

1
Transforming Your Health and Extending Your Life 37:08

6M ago37:08

37:08

Public health has extended life spans in the U.S. by 30 years over the past 125 years through things like clean water and childhood vaccines. We'll explore the transformative effects of this little known discipline.Mike Gray

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01: The Future is Generative with PolyAI CEO & Co-Founder Nikola Mrkšić 26:25

7M ago26:25

26:25

In their first episode, join PolyAI CEO/co-founder Nikola Mrkšić and SVP Marketing Michelle Schroeder as they discuss – and demo! – the impact of generative AI on voice assistants for the enterprise. Future implications, initial hesitations by AI practitioners, and key differences between generative and non-generative models. Follow PolyAI on Linke…

1
Thinking Like a Historian and Loving It 53:25

7M ago53:25

53:25

History is misunderstood and often maligned by outsiders as trivia collection. Learn what motivates historians and how the questions they seek to answer lead to cause-effect explanations that satisfy our curiosity. Yes, really!Mike Gray

1
Don't Know Much About History 47:00

7M ago47:00

47:00

History seems to be something you either love or hate with almost no middle ground. Names, dates, events—trivial pursuit. Is that your view of history? What if history is really the assembly of facts into a compelling narrative? Our minds love stories! Join historian Brenda Schoolfield as she narrates her journey to a pedagogy that engages students…

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Векторные базы данных и стартап с Андреем Васнецовым 57:53

8M ago57:53

57:53

Гость выпуска — Андрей Васнецов — основатель & CTO Qdrant — стартапа, который разрабатывает векторную базу данных. С Андреем обсудили: - Что такое векторные базы данных и где они применяются; - Как векторные базы данных можно использовать в ChatGPT; - В чем сложность реализации векторных баз данных; - Путь Андрея в создании стартапа Ссылки: Таймкод…

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Transformed by the Third Rail 36:50

9M ago36:50

36:50

Pedagogy is often viewed as a personal choice and untouchable—a kind of third rail. The SITS model aims to transform faculty into clear incisive thinkers who embrace transformed pedagogy in order to optimize deep learning in their students. This episode is an interview with the Track 2 faculty cohort in the Summer Institute in Teaching Science 2023…

1
Content Delivery or Personal Transformation? 35:38

9M ago35:38

35:38

The 3-legged stool is the compact embodiment of a comprehensive model of teaching and learning. In this episode we explore the development of clear thinking teachers through an interview with Dr. Timothy Tittiris, a participant in Track 1 of the Summer Institute in Teaching Science 2023.Mike Gray

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Three Legs Morph Into Three Tracks 44:00

10M ago44:00

44:00

The 3-legged stool view of teaching and learning has become three intensive summers of faculty development in the Summer Institute in Teaching Science (SITS) at Bob Jones University.Michael Gray

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AI Research в генетике и биоинформатике с Ольгой Кардымон 1:26:04

10M ago1:26:04

1:26:04

Гость выпуска — Ольга Кардымон, научный сотрудник и руководитель группы «Биоинформатика» Института искусственного интеллекта AIRI С Ольгой обсудили: - Путь Ольги в науке: из чистой биологии до AI; - Языковые модели в работе с ДНК и белками. Почему NLP вообще подходит для изучения ДНК и белков и зачем нужна языковая модель ДНК; - Последние достижени…

1
3 Musketeers Synthesize 3-legged Stool 38:34

10M ago38:34

38:34

Three university faculty began a quest to reform teaching and learning at their institution. The result was a three-legged stool which has proven to be a powerful tool in faculty and curriculum development at all educational levels.Mike Gray

1
Questioning Our Conclusions 23:25

12M ago23:25

23:25

Answering a question isn’t complete until there is a thorough questioning of the near-term implications and the long-term consequences. Deep understanding requires cognitive harmony between explanations, answers, implications, and consequences.Michael Gray

1
Answering Questions by Asking Questions 28:15

12M ago28:15

28:15

The most powerful strategy for answering questions is asking questions. This query approach especially probes assumptions, ideas, and the relevant fact base. It sharpens thinking considerably and moves us toward deep understanding because we’ve come to know what our answer is based on.Michael Gray

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Yonatan Geifman - Founder of Deci 30:08

12M ago30:08

30:08

Yonatan is the CEO & Co-Founder of Deci AI, a deep-learning accelerator platform for developers to build, optimize, and deploy ultra-fast models on any hardware. Yonatan has been the face of Deci and is bringing together the brightest minds around the world to build a revolutionary platform for deep learning. In our chat today we talk about Yonatan…

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