053: Generative AI's Power Paradox. Can it prevent its own energy crisis?

Deep Learning with PolyAI

#Business #Team PolyAI #Artificial Intelligence #Generative AI #Voice AI #Contact Center #Customer Service #Customer Experience #Automation #Voice Assistant

6:47

Was she the victim of foul play, an accident, or did she choose to disappear? In this episode of The Vanished, we retrace Diana’s last known movements, strange witness accounts, and the lingering mystery that has never been solved or.. was never meant to be solved.

рік тому 19:35

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In this episode of Deep Learning with PolyAI, join Damien and Nikola as they kibbitz over the immense energy demands of modern data centers powering advanced AI models. They explore how tech giants like Microsoft and Google are turning to nuclear energy, including the potential of fusion power, to meet these needs. From comparing the roles of nuclear and other renewable energy sources, to the impact of data, chips, and better algorithms in AI advancements, they paint possible tableaus for the future of sustainable tech and energy-efficient solutions as AI continues to evolve.

Follow PolyAI on LinkedIn
Watch this and other episodes of the Deep Learning pod on YouTube

61 епізодів

053: Generative AI's Power Paradox. Can it prevent its own energy crisis?

Deep Learning with PolyAI

published рік тому

Поширити

MP3•Головна епізоду

Send us a text

Follow PolyAI on LinkedIn
Watch this and other episodes of the Deep Learning pod on YouTube

61 епізодів

#Business #Team PolyAI #Artificial Intelligence #Generative AI #Voice AI #Contact Center #Customer Service #Customer Experience #Automation #Voice Assistant

All episodes

1
062: AI's Sputnik moment? DeepSeek R1 has entered the chat(GPT). 18:47

5 weeks тому18:47

18:47

Send us a text Bonus breaking news episode of the Deep Learning with PolyAI podcast! Hosts Damien and Nikola chat about the recent release of DeepSeek's open-source R1 model, which has sparked widespread reaction across the tech world. The R1 model, created with limited resources, has matched or exceeded benchmarks of leading models from OpenAI and Meta, prompting discussions on its potential impact on AI development and market dynamics. The episode explores DeepSeek's engineering feats, the subsequent market responses, and its implications for the future of open-source AI movements and global competition. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
061: An early look at OpenAI's Operator 19:50

6 weeks тому19:50

19:50

Send us a text Kylie takes the helm for this episode of Deep Learning with Poly AI, where she and PolyAI CEO Nikola Mrkšić chat(no GPT) about OpenAI's latest innovation: the Operator agent. From the concept of AI performing tasks such as ordering groceries, booking travel, and making restaurant reservations, to live demos of agentic requests, Kylie and Nikola butt heads on overall impact and explore the broader implications of AI in increasing productivity, interface interaction, and transforming enterprise applications. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
060: A deep dive into the UK's AI Opportunities Action Plan 22:30

7 weeks тому22:30

22:30

Send us a text Damien and Nikola (CEO & Co-Founder of PolyAI) talk about the recently announced AI Opportunities Action Plan. The conversation highlights the UK’s historical contributions to AI, the challenges it faces due to American tech dominance, and the strategic moves to build a competitive AI ecosystem. They touch on the importance of infrastructure, talent attraction, public sector engagement, and ethical considerations in AI development. Tune in to hear detailed insights on how this plan could impact the startup scene, established industries, and the broader economic landscape. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

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059: AI in 2024: A really big year in review. 24:40

8 weeks тому24:40

24:40

Send us a text In this episode of 'Deep Learning with PolyAI,' Damien and Nikola reflect on the significant trends in AI throughout 2024, including the rise of generative AI, the stabilization of models, and increased enterprise adoption. They also discuss the importance of customer experience and data management in AI applications. As they look forward to 2025, they predict further advancements in hyper-personalization, enterprise scaling, and regulatory clarity. Join us for an insightful discussion on the evolving landscape of AI. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
058: The rise of CAIOs and AI competency centers 25:43

9 weeks тому25:43

25:43

Send us a text Orgs establishing AI competency centers or hiring Chief AI Officers are heavy in 2025 predictions. Sit beside the fire with Damien and Nikola Mrkšić, CEO and co-founder of PolyAI, in this enlightening episode of Deep Learning with PolyAI, as we tap into the emergence of Chief AI Officers (CAIOs) in organizations, their responsibilities, and the impact of AI on business operations. Explore the parallels between AI-heavy roles and traditional executive positions, the importance of having the right vision in addition to technical knowledge, and the potential future of AI leadership within enterprise settings. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
057: What the #$%& is agentic AI anyway? 21:23

13 weeks тому21:23

21:23

Send us a text Time to decode the buzzterm du jour - in this episode of Deep Learning, Damien and Nikola discuss the emerging (or is it?) concept of agentic AI, and how AI systems that act autonomously and perform complex tasks could transform individual and corporate life. From planning vacations to automating business processes, we talk about the efficiency gains and potential risks associated with Agentic AI. We also touch on its implications for the future of AI technology and industry adoption. Don't miss insights into how this evolution could shape an AI-first world. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

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056: The customer service conundrum, as indicated by a bunch of survey data. 23:06

14 weeks тому23:06

23:06

Send us a text In this episode of 'Deep Learning with PolyAI,' host Damien and guest Kylie Whitehead, Senior Director of Brand and Marketing at PolyAI, discuss the evolving expectations of consumers when it comes to customer service, especially in the context of automation. Drawing from key industry survey results, they explore how organizations can balance the need for immediacy and personalized service using AI and customer data. From cultural differences between the UK and the US to terms of service expectations across generations, they compare and contrst the impact of technology in improving customer experiences. Join them as they uncover insights from ongoing surveys and share personal anecdotes about consumer behavior and preferences. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
055: PolyAI's VOX Horizons annual conference recap 26:10

15 weeks тому26:10

26:10

Send us a text ** Catch a replay of VOX here: https://poly.ai/vox-2024/ ** Damien and PolyAI CEO Nikola Mrkšić as they rewind to Thursday, November 14th, covering the evolution and challenges of automatic speech recognition in voice AI and automation for contact centers, emerging trends in CX and customer satisfaction, and tips on boosting ops without sacrificing quality. Hear insightful recaps from industry leaders, such as Lauren Sullivan from Howard Brown Health and Jo Lai from Hopper, and get a sneak peek into the future of AI-driven customer service. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
054: CX horror stories and AI armor for contact center agents 23:31

18 weeks тому23:31

23:31

Send us a text Damien and Nikola talk rising aggression towards contact center agents and the protective role of AI automation. Highlighting alarming stats like 65% of people abandoning brands after one bad experience and a 90% increase in customer service abuse during peak seasons, they address the issue and how AI can deflect initial customer rage and effectively manage high volumes. As holiday-induced pressures mount, hear how AI offers a valuable solution to preserve both employee well-being and customer satisfaction. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
053: Generative AI's Power Paradox. Can it prevent its own energy crisis? 19:35

20 weeks тому19:35

19:35

Send us a text In this episode of Deep Learning with PolyAI, join Damien and Nikola as they kibbitz over the immense energy demands of modern data centers powering advanced AI models. They explore how tech giants like Microsoft and Google are turning to nuclear energy, including the potential of fusion power, to meet these needs. From comparing the roles of nuclear and other renewable energy sources, to the impact of data, chips, and better algorithms in AI advancements, they paint possible tableaus for the future of sustainable tech and energy-efficient solutions as AI continues to evolve. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
052: Speech Synthesis - The anatomy of a voice assistant #4 28:46

21 weeks тому28:46

28:46

Send us a text In this concluding episode of the 'Anatomy of a Voice Assistant' series, CTO Shawn Wen discusses the intricacies of speech synthesis in voice assistants, emphasizing the importance of authentic, human-like voices in improving user engagement and containment rates. Kylie and Shawn chat about the evolution of AI voices from the early days of IVR systems to current sophisticated standards, highlighting the necessity of collaboration across engineering, marketing, and branding teams to achieve desired voice quality. The conversation touches on the ethical considerations of voice cloning and the role of voice actors. It's a good one! Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
051: Secret Agentforce: Declassified! And more from Dreamforce 2024 18:11

22 weeks тому18:11

18:11

Send us a text Our own Brian Thompson, VP of Product Marketing, joins CEO Nikola to discuss Salesforce's recent AgentForce announcement. This new initiative is presented as a big shift toward autonomous AI agents within large enterprises and while at least one the dyad sees it as a rebrand of Einstein Copilot, others may view it as a step towards making practical AI solutions mainstream. Talk points include the competitive dynamics between Salesforce and Microsoft, the challenges enterprises face in genuinely integrating and deriving value from AI, and the complexity of transforming organizational workflows and data management. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

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050: Dialogue design. So hot right now. 22:45

23 weeks тому22:45

22:45

Send us a text 50th episode! Damien welocmes newcomer to the pod Oliver Shoulson, PolyAI's senior dialogue designer, about what dialogue design entails and why it's crucial in the era of advanced language models (LLMs). Oliver explains that dialogue design goes beyond just scripting responses; it's about making AI interactions feel natural to humans through understanding subtleties like turn-taking, back channeling, and processing human language cues. He notes that good dialogue designers often come from backgrounds in linguistics, human-computer interaction, and scriptwriting, and they blend skills from product design, software engineering, and data analysis. Despite the advancements in LLMs, Oliver insists that these technologies still need careful structuring to avoid reverting to generic, less human-like interactions. An interesting topic everyone can appreciate! Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

1
049: OpenAI o1, Apple Intelligence, and Exowatt... oh my! 23:54

24 weeks тому23:54

23:54

Send us a text Damien and CEO Nikola Mrkšić discuss recent AI headlines, including Klarna's decision to ditch Salesforce and Workday, Apple's new on-device AI approach and the Apple Intelligence hype, Sam Altman's investment in solar storage, and the big enchilada: an early take of OpenAI's new 'Strawberry' o1 reasoning model, highlighting its impressive capabilities and potential impact on AI's future. Finally, news you can use. Follow PolyAI on LinkedIn Watch this and other episodes of the Deep Learning pod on YouTube…

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048: Dissecting the actual impact of the new Council of Europe AI Framework Convention and treaty 27:36

25 weeks тому27:36