Eye On A.I.

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#138 Dan O'Connell: How AI is Disrupting Business Communications Sep 13, 2023

Show notes

This episode is sponsored by MindStudio by YouAi. MindStudio is the best way to build an AI business. Start driving some serious revenue before everyone else. Mind Studio allows you to use conversational language to program incredibly powerful AI tools. No coding knowledge is needed to start your AI business.

On episode #138 of Eye on AI. Craig Smith sits down with Dan O'Connell, the Chief AI and Strategy Officer at Dialpad and a seasoned expert in the world of AI-driven business communications.

Check out Dialpad- https://www.dialpad.com/

Currently serving as a member of Dialpad's Board of Directors, Dan's impressive career includes leadership roles at TalkIQ, AdRoll, and an 8-year stint at Google in key sales positions.

During our conversation, Dan takes us through Dialpad's AI-driven transformation of business communication. We explore the power of natural language processing, speech recognition, and large language models, enabling real-time transcription, call summaries, sentiment analysis, and virtual agents.

We also delve into the significance of sentiment analysis and the role of context, alongside debates on third-party APIs versus proprietary models, AI's unpredictability, and domain-specific model economics.

Our exploration continues with AI's impact on CRM, generative AI's insights, chatbot evolution, and cost-effective AI management.

Tune in to explore AIs impact on modern day business communication.

Dan O'Connell's LinkedIn: https://www.linkedin.com/in/droconnell/

Craig Smith Twitter: https://twitter.com/craigss

Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

(00:00) Preview and Introduction

(01:33) Mind Studio by YouAI

(03:46) Artificial Intelligence in Business Communications

(10:54) Building Sentiment Analysis and Custom Models

(19:35) Managing Costs and using AI in Business

(23:47) AI Disrupts CRM Market?

(30:56) Mind Studio by YouAI

#137 Raul Martynek: How AI Will Change Data Centers Forever Sep 06, 2023

Show notes

This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more.

Download NetSuite's popular KPI Checklist, designed to give you consistently excellent performance - absolutely free at NetSuite.com/EYEONAI

On Episode #137 of Eye on AI, we dive deep into the world of data storage and its connection to AI. Join host Craig Smith as we unravel valuable insights shared by Raul Martynek, CEO of Data Bank, and explore the evolving landscape of data centers and their pivotal role in powering AI-driven innovations.

In this episode we discuss the history and significance of data centers, from their humble beginnings to their crucial role in today's data-driven world. Uncover how AI is driving the surging demand for data center capacity and the challenges the industry faces, including the impact of inflation and supply chain disruptions.

We talk about China's ambitious plans to bolster its semiconductor industry and its implications for data center growth. We also delve into the critical issue of power consumption driven by AI and its effects on global power grids

Join us for a thought-provoking discussion on the future of data centers and its synergy with AI.

Raul Martynek's LinkedIn: https://www.linkedin.com/in/raulmartynek

Craig Smith Twitter: https://twitter.com/craigss

Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

(00:00) Preview and Introduction

(01:43) Netsuite by Oracle

(06:10) Growing Demands for Data Centers

(12:35) Data Centres Before AI

(24:08) Industry Challenges and Market Trends

(29:20) AI's Impact on Power Consumption

(36:00) Future of Databank

(40:20) AIs Impact on Data Centers

(44:34) Podcast Wrap-Up and Netsuite by Oracle

#135 Diaa El All: How AI Could Change Music Forever Aug 23, 2023

Show notes

On episode #135 of the Eye on AI podcast, Craig Smith sits down with Diaa El All, founder and CEO of Soundful, an AI tool that generates royalty free background music at the click of a button for your videos, streams, podcasts and more.

From its integration with natural language processing to major industry partnerships, Soundful is paving the way for creators to not just produce, but also to monetize their content without worrying about being copyright striked.

As we venture into the future of music production and licensing, we question the impact of AI on the music industry and what it means on the business side as well. We breakdown how AI can enable musicians to boost their creativity by drawing inspiration from generative AI music.

Finally, we delve into the debate surrounding the role of imperfections in crafting a successful song. Imperfections have long been considered an integral part of what makes music human and relatable. Is perfection still the goal, or is there room for quirks and idiosyncrasies in AI-generated music?

Tune in as we unravel the transformative power of AI in reshaping the music industry and propelling its evolution.

Diaa El All LinkedIn: https://www.linkedin.com/in/diaaelall/

Craig Smith Twitter: https://twitter.com/craigss

Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

(00:00) Preview and Introduction

(01:36) MindStudio by YouAI

(03:53) Soundful's Origin Story

(06:25) Can Creators Benefit From AI Music?

(16:24) Who uses Soundful?

(25:50) Future of Music Production and Licensing

(33:16) How AI Creates Music

(37:15) MindStudio by YouAI

#134 Alex Zhavoronkov: Unraveling AI's Crucial Role in Pharma Aug 16, 2023

Show notes

This episode is sponsored by Shopify. Shopify is a commerce platform that allows anyone to set up an online store and sell their products. It's the leading commerce platform designed for a business of any size. Whether you're selling online, on social media, or in person, Shopify has you covered on every base. With Shopify you can sell physical and digital products. You can sell services, memberships, ticketed events, rentals and even classes and lessons.

Sign up for a $1 per month trial period at shopify.com/eyeonai On episode #134 of the Eye on AI podcast, Craig Smith sits down with Alex Zhavoronkov, founder and CEO of Insilico Medicine. Being at the forefront of cutting-edge drug discovery and longevity, Alex leverages the power of AI to develop novel drugs that could potentially extend our lifespan.

In this episode we explore the unique tools Insilico Medicine uses to hypothesize protein targets and their links to diseases. Alex also gives us a peek into their automated robotic lab in Suzhou, China, which is expected to revolutionize drug development.

We delve deep into the world of drug discovery, with a special focus on Insilico Medicine's tools, Pandomics, and Chemistry42, that are reshaping the field. Yet beyond the science, we also discuss the broader implications of tackling aging - from overpopulation to the strain on healthcare and social security systems.

Finally, we tackle the elephant in the room - the challenges in the pharmaceutical industry. Can AI expedite the drug discovery process? Alex certainly thinks so. We explore how AI can help identify partners quickly, streamline processes, and ultimately accelerate the development of drugs.

Join us as we unravel these mysteries and take you through the fascinating world of biotech, AI, and pharmaceutical research.

(0:00) Preview

(01:36) Shopify

(04:26) AI's Revolutionizing Drug Discovery

(06:11) Inside AI Pharmaceutical Research

(12:23) Use of AI tools in Medicine

(19:56) Biotech Synergy: Collaborative Exploration and Target Discovery

(37:17) Decoding Aging with AI

(46:52) Aging, Overpopulation, and Drug Breakthroughs

(1:07:33) Pharmaceutical Industry Challenges

(1:20:42) How AI is Advancing Longevity through Medicine

Craig Smith Twitter: https://twitter.com/craigss

Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

#133 Michael Jordan: How Deep Learning Has Completely Changed Industries Aug 09, 2023

Show notes

This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more. Download NetSuite's popular KPI Checklist, designed to give you consistently excellent performance - absolutely free, at NetSuite.com/EYEONAI.

On episode #133 of the Eye on AI podcast, Craig Smith sits down with Michael Jordan. A revered scientist and distinguished professor at the University of California, Berkeley, Michael's expertise spans machine learning, statistics, and artificial intelligence.

In this episode we explore the intricate landscape of deep learning, its statistical bedrock, and the myriad applications of machine learning methods. We dig deeper into the cloud computing revolution, ignited by deep learning, which has empowered behemoths like Amazon to streamline their logistics and commerce data.

The dialogue continues as we uncover the trends in deep learning, its role in the grand scheme of AI, and the persisting challenges in the domain.

We conclude by contemplating the repercussions of AI and optimization in complex systems. We examine its historical roots in the mid-20th century, its potential to replace jobs, and its application in various sectors such as financial markets, healthcare, and education.

(00:00) Preview

(01:00) Introduction

(01:36) NetSuite by Oracle

(03:53) Deep Learning Advancements in AI

(12:56) AI Optimization in Complex Systems

(28:53) Future of Machine Learning in Healthcare

(39:45) Privacy and Value in Multi-Agent Learning

(54:48) Learning Systems, Avatars, and Music Business

(1:02:20) Single Source of Truth for Business Owners

(1:04:28) NetSuite by Oracle

Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

#132 Scott Downes: Navigating the Language of AI & Large Language Models Aug 02, 2023

Show notes

On episode #132 of the Eye on AI podcast, Craig Smith sits down with Scott Downes, Chief Technology Officer at Invisible Technologies. We crack open the fascinating world of large language models (LLMs). What are the unique ways LLMs can revolutionize text cleanup, product classification, and more? Scott unpacks the power of technology like Reinforcement Learning for Human Feedback (RLHF) that expands the horizons of data collection. This podcast is a thorough analysis of the world of language and meaning. How does language encode meaning? Can RLHF be the panacea for complex conundrums? Scott breaks down his vision about using RLHF to redefine problem-solving. We dive into the vexing concept of teaching a language model through reinforcement learning without a world model. We discuss the future of the human workforce in AI, hear Scott's insights on the potential shift from labellers to RLHF workers. What implications does this shift hold? Can AI elevate people to work on more complicated tasks? From exploring the economic pressure companies face to the potential for increased productivity from AI, we break down the future of work. (00:00) Preview and introduction (01:33) Generative AI's Dirty Little Secret (17:33) Large Language Models in Problem Solving (23:24) Large Language Models and RLHF Challenges (30:07) Teaching Language Models Through RLHF(35:35) Language Models' Power and Potential(53:00) Future of Human Workforce in AI(1:03:10) AI Changing Your World Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

#131 Andrew Ng: Exploring Artificial Intelligence's Potential & Threats Jul 26, 2023

Show notes

Welcome to episode #131 of the Eye on AI podcast with Andrew Ng. Get ready to challenge your perspectives as we sit down with Andrew Ng. We navigate the widely disputed topic of AI as a potential existential threat, with Andrew assuring us that, with time and global cooperation, safety measures can be built to prevent disaster. He offers insight into the debates surrounding the harm AI might cause, including the notions of AI as a bio-weapon and the notorious 'paper clip argument'. Listen as Andrew debunks these theories, delivering an interesting argument for why he believes the associated risks are minimal.Onwards, we venture into the intriguing realm of AI's capability to understand the world, setting the stage for a conversation on how we can objectively assess their comprehension. We explore the safety measures of AI, drawing parallels with the rigour of the aviation industry, and contemplate on the consensus within the research community regarding the danger posed by AI. (00:00) Preview (01:08) Introduction (02:15) Existential risk of artificial intelligence (05:50) Aviation analogy with artificial intelligence (10:00) The threat of AI & deep learning (13:15) Lack of consensus in AI dangers (18:00) How AI can solve climate change (24:00) Landing AI and Andrew Ng (27:30) Visual prompting for images Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

Our sponsor for this episode is Masterworks, an art investing platform. They buy the art outright, from contemporary masters like Picasso and Banksy, then qualify it with the SEC, and offer it as an investment. Net proceeds from its sale are distributed to its investors. Since their inception, they have sold over $45 million dollars worth of artwork And so far, each of Masterworks' exits have returned positive net returns to their investors.

Masterworks has over 750,000 users, and their art offerings usually sell out in hours, which is why they've had to make a waitlist.

But Eye on AI viewers can skip the line and get priority access right now by clicking this link: https://www.masterworks.art/eyeonai

Purchase shares in great masterpieces from artists like Pablo Picasso, Banksy, Andy Warhol, and more. See important Masterworks disclosures: https://www.masterworks.com/cd "Net Return" refers to the annualized internal rate of return net of all fees and costs, calculated from the offering closing date to the date the sale is consummated. IRR may not be indicative of Masterworks paintings not yet sold and past performance is not indicative of future results. Returns shown are 4 examples of midrange returns selected to demonstrate Masterworks performance history. Returns may be higher or lower. Investing involves risk, including loss of principal.

#130 Mathew Lodge: The Future of Large Language Models in AI Jul 19, 2023

Show notes

Welcome to episode #130 of Eye on AI with Mathew Lodge. In this episode, we explore the world of reinforcement learning and code generation. Mathew Lodge, the CEO of Diffblue, shares insights into how reinforcement learning fuels generative AI. As we explore the intricacies of reinforcement learning, we uncover its potential in game playing and guiding us towards solutions. We shed light on the products that it powers, such as AlphaGo and AlphaDev. However, we also address the challenges of large language models and explain why they may not be the ultimate solution for code generation. In the last part of our conversation, we delve into the future of language models and intelligence. Mathew shares valuable insights on merging no-code and low-code solutions. We confront the skepticism of software developers towards AI for code products and the task of articulating program outcomes. Wrapping up, we reflect on the evolution of programming languages and the impact of abstraction on machine learning.

(00:00) Preview & sponsorship (01:51) Reinforcement Learning and Code Generation (04:39) Reinforcement Learning and Improving Algorithms (15:32) The Challenges of Large Language Models(23:58) Future of Language Models and Intelligence (35:50) Challenges and Potential of AI-generated Code (48:32) Programming Language Evolution and Higher-Level Languages

Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

#129 Alexandra Geese: Demystifying AI Regulations in Europe & Beyond Jul 12, 2023

Show notes

Welcome to episode #129 of Eye on AI with Alexandra Geese. Navigating the complex waters of the European Union's AI Act is no simple task. Yet, that's exactly what Alexandra Geese, a member of the European Parliament, and I venture to do in this conversation. Alexandra's insights into the AI Act, its four defined categories of AI applications, and its current negotiation phase with the European Council and the European Commission are illuminating. We delve into the Act's essential mission: ensuring AI serves humanity, while also exploring the influence of powerful players in the AI industry on the EU's legislation. As our journey deepens, we tackle a range of crucial issues underpinning the Act. Alexandra and navigate through potential economic implications for those who rely on copyright legislation, and the risk of Europe falling behind in AI implementation if the Act is too restrictive. We also touch on the involvement of major American AI firms in the Act's finalization process, and implications for copyrighted material. We dive into the ongoing debates shaping the legislation and the enforcement of the law, once passed. Alexandra shares her thoughts on potential fines for violations, different AI zones, and the possibility of the US following Europe's lead in AI legislation. We wrap up with a deep reflection on the environmental impact of AI, the power held by few companies, and our collective responsibility as AI reshapes the world.

(00:00) Preview

(00:52) Introduction

(03:10) Alexandra Geese background in digital legislation

(04:00) The AI act: the explanation and details

(08:00) The foundations of corporations for AI regulation

(13:00) Copyright regulation and impacts of creativity

(17:00) We need AI that serves humanity

(21:30) Are foundation models high risk to society?

(25:00) Should people be worried about investing in AI?

(30:45) What is dynamic AI regulation?

(36:10) What is the timeline for AI regulation?

(38:50) What penalties will be applied to AI regulation?

(44:30) Will US & EU merge on AI regulation?

(50:30) How to solve AI hallucinations

Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI

Found is a show about founders and company-building that features the change-makers and innovators who are actually doing the work. Each week, TechCrunch Plus reporters, Becca Szkutak and Dom-Madori Davis talk with a founder about what it's really like to build and run a company—from ideation to launch. They talk to founders across many industries and their conversations often lead back to AI as many startups start to implement AI into what they do. New episodes of Found are published every Tuesday and you can find them wherever you listen to podcasts.

Found podcast: https://podlink.com/found

#128 Yoshua Bengio: Dissecting The Extinction Threat of AI Jul 06, 2023

Show notes

Yoshua Bengio, the legendary AI expert, will join us for Episode 128 of Eye on AI podcast. In this episode, we delve into the unnerving question: Could the rise of a superhuman AI signal the downfall of humanity as we know it? Join us as we embark on an exploration of the existential threat posed by superhuman AI, leaving no stone unturned. We dissect the Future of Life Institute's role in overseeing large language model development. As well as the sobering warnings issued by the Centre for AI Safety regarding artificial general intelligence. The stakes have never been higher, and we uncover the pressing need for action. Prepare to confront the disconcerting notion of society's gradual disempowerment and an ever-increasing dependency on AI. We shed light on the challenges of extricating ourselves from this intricate web, where pulling the plug on AI seems almost impossible. Brace yourself for a thought-provoking discussion on the potential psychological effects of realizing that our relentless pursuit of AI advancement may inadvertently jeopardize humanity itself. In this episode, we dare to imagine a future where deep learning amplifies system-2 capabilities, forcing us to develop countermeasures and regulations to mitigate associated risks. We grapple with the possibility of leveraging AI to combat climate change, while treading carefully to prevent catastrophic outcomes. But that's not all. We confront the notion of AI systems acting autonomously, highlighting the critical importance of stringent regulation surrounding their access and usage.

(00:00) Preview

(00:42) Introduction

(03:30) Yoshua Bengio's essay on AI extinction

(09:45) Use cases for dangerous uses of AI

(12:00) Why are AI risks only happening now?

(17:50) Extinction threat and fear with AI & climate change

(21:10) Super intelligence and the concerns for humanity

(15:02) Yoshua Bengio research in AI safety

(29:50) Are corporations a form of artificial intelligence?

(31:15) Extinction scenarios by Yoshua Bengio

(37:00) AI agency and AI regulation

(40:15) Who controls AI for the general public?