FYI - For Your Innovation

In this episode of FYI, Brett Winton and Cathie Wood engage in a discussion with Sarah Friar, CFO of OpenAI. Together, they delve into the transformative potential of AI and its economic implications. Sarah shares her journey from leading roles at Salesforce and Square to her current position at OpenAI, and offers a unique perspective on AI as a platform shift akin to the advent of cloud computing. The conversation explores the advancements in AI models, the concept of agentic systems, and the strategic priorities OpenAI is adopting to accelerate progress toward Artificial General Intelligence (AGI). They also discuss OpenAI's approach to cost reductions, capital allocation, and staying at the frontier of innovation in a rapidly evolving tech landscape. Don’t miss this fascinating episode about the profound implications of AI on industries, economies, and daily life.Key Points From This Episode:Sarah Friar's career journey and her transition to OpenAI.The valuation of OpenAI and the economic potential of AI-driven productivity.AI's potential as a transformative platform shift, similar to cloud computing.How OpenAI balances gross margin focus with pricing strategies for ubiquity.Advancements in AI models, including reasoning capabilities and agentic systems.OpenAI's strategic capital allocation decisions in a fast-evolving tech landscape.The economic and technological advantages of staying at the forefront of AI innovation.Discussion on global competition, with a focus on European regulatory challenges.AI as a natural language-driven operating system for technological interfaces.Predictions for AI's role in solving complex global challenges and accelerating innovation.

In this episode of FYI: For Your Innovation, ARK’s Chief Futurist Brett Winton and ARK Analyst Nemo Despot chat with Harvard Professor Dr. Mahmood, a trailblazer in computational pathology. Together, they explore how AI and multiomics are reshaping healthcare and drug discovery. The discussion spans the transformative potential of combining data modalities like histology, genomics, and molecular profiling with advanced AI models. Dr. Mahmood shares his journey into computational pathology and highlights breakthroughs in applying machine learning to diagnostics and drug discovery. They also delve into the regulatory landscape, the transition from analog to digital pathology, and how foundational models are accelerating innovation. This episode offers a glimpse into the near future of healthcare, where AI-driven insights enable more predictive, personalized, and efficient medicine.Key Points From This Episode:An introduction to multiomics: integrating biological data like DNA, RNA, and protein for deeper insights.The role of computational pathology in transforming diagnostics and drug discovery.Challenges and opportunities in transitioning pathology from analog to digital systems.How AI models are enhancing outcomes in diagnostics and therapy predictions.Real-world applications of AI in clinical trials and drug discovery pipelines.Regulatory and reimbursement hurdles in adopting digital and AI-driven pathology.Insights into foundational AI models and their application in healthcare.Examples of how multimodal data enhances disease discovery and treatment development.The future of diagnostic healthcare using specific AI models trained on biological data.Predictions on the pace of AI advancement in medical research and clinical practice.

Will PhD students still exist in the future? This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nicholas Grous are joined by ARK Analyst Nemo Marjanovic to discuss the transformative potential of autonomous and decentralized science in drug discovery. Nemo discusses how AI and robotics are revolutionizing research processes, making them more efficient and cost-effective. The discussion also highlights the challenges faced in clinical trials and the role of blockchain technology in decentralizing research funding. The episode concludes with insights into the future of genomics and the innovative companies leading the charge in this space.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:Autonomous science combines AI and robotics to enhance research and can significantly speed up the drug discovery process.Clinical trials represent the largest cost in drug development.Companies like Recursion and Tempus are leading innovations in genomics.The future of drug discovery may resemble an app store model.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

In this episode of FYI, ARK Chief Futurist Brett Winton and ARK Associate Portfolio Manager Nicholas Grous engage with Harley Finkelstein, President of Shopify, to explore the transformative role of technology and AI in empowering entrepreneurship and shaping the future of commerce. Harley highlights Shopify’s commitment to leveling the playing field for entrepreneurs worldwide, from its origins as an e-commerce platform to its evolution as a comprehensive retail operating system. They explore how Shopify is enabling seamless global commerce, leveraging generative AI for merchant success, and fostering innovation through partnerships and ecosystem development. Harley also shares insights into the increasing democratization of entrepreneurship, the rise of agentic shopping behavior, and the company’s vision of creating tools that scale with businesses, from startups to iconic global brands.Key Points From This Episode:Shopify's growth highlights from Q3, including 24% gross merchandise value (GMV) growth and expanded free cash flow margins.The rise of entrepreneurship globally and Shopify's role in fostering it across diverse industries and geographies.Shopify’s strategy in supporting both small businesses and large enterprises without compromising on its core values.The critical role of AI in reducing barriers for entrepreneurs, from product photography to customer interaction.The emergence of agentic shopping behaviors powered by AI and Shopify’s tools like shop.ai to enhance customer experience.Strategic decisions in balancing in-house development versus partnerships with companies like Stripe, Affirm, and OpenAI.The importance of internationalization and customization in addressing consumer preferences in 175+ markets.Shopify’s transition from an e-commerce provider to a global retail operating system for businesses of all sizes.Success stories of merchants scaling with Shopify, from Gymshark to Mattel Creations and beyond.Shopify's vision for the future: democratizing access to tools historically reserved for the largest brands.

What does tokenization mean for the world? This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nicholas Grous are joined by ARK Research Associate Lorenzo Valente to discuss the recent developments in the tokenization of real-world assets, particularly through Tether's new platform, Hadron. The discussion highlights the significance of stablecoins in the global economy and their potential to democratize access to financial products. The second part of the conversation shifts to the rise of new social media platforms like Blue Sky and Threads, exploring their user engagement and the evolving landscape of real-time information sharing. If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:Tether's Hadron platform aims to tokenize real-world assets.Stablecoins are becoming integral to the global economy.Blue Sky and Threads are emerging as competitors to X.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

In this episode of FYI, ARK Chief Investment Strategist Dr. Charles Roberts and ARK Analyst Nemo Despot, PhD speak with David Baker, Nobel Prize-winning scientist and pioneer in protein engineering. Baker shares insights into his revolutionary work on Rosetta and the evolution of AI-driven protein design tools. With advances in technologies like RoseTTAFold and generative AI, he discusses how the field is moving towards designing proteins that can neutralize pathogens, catalyze chemical reactions, and potentially combat neurodegenerative diseases. Charlie and Nemo also examine the implications for healthcare, aging, and drug discovery as Baker envisions a future where synthetic biology and AI enable groundbreaking therapeutic options.Key Points From This Episode:Introduction of David Baker and his achievements in protein design and engineering.RoseTTAFold’s evolution and its role in advancing protein structure prediction.How protein design could impact healthcare and the development of new therapies.The use of generative AI and diffusion models in protein design for medical applications.Challenges of modeling protein function and dynamics with current AI models.Potential of AI-designed proteins in applications like cancer therapy and neurodegenerative diseases.The role of multiomic research in understanding causality and improving drug efficacy.The implications of synthetic molecular machines for nanotechnology.Integrating computational and experimental methods in protein engineering.Future directions for protein design in therapeutic development, including custom protein-based solutions for disease.

Are we entering an era of significant political and technological reform? This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nick Grous are joined by ARK CEO/CIO Cathie Wood to discuss the intersection of politics and technology, focusing on potential economic reforms under a new administration. The conversation also delves into the future of cryptocurrency, the implications of tariffs on the dollar, and the potential for a broadening market as innovation takes center stage.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:Trump's experience may facilitate significant reforms.Regulatory changes could legitimize crypto assets.Technological advancements may lead to lower inflation and interest rates.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

Can you imagine a future without Google? This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nick Grous are joined by ARK Chief Futurist Brett Winton to discuss the competitive landscape of AI search engines and the implications for Google, as well as the emerging business opportunities in curing rare diseases through innovative therapies.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:The future of search may involve a shift to AI-driven operating systems.Google's search dominance is being challenged by AI competitors.AI search provides more text-rich responses compared to traditional link-based results.Insurers are willing to pay high prices for cures based on long-term savings.The market is underestimating the value of one-time treatments compared to ongoing therapies.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

Since inception, ARK has researched and published thoughts on the cryptocurrency ecosystem within Big Ideas and through articles, whitepapers, monthly Bitcoin reports and podcasts. Now, in coordination with Bitcoin Park, ARK is pleased to introduce a monthly conversation with leaders in the Bitcoin space, to discuss everything happening in the rapidly-changing and still nascent Bitcoin ecosystem. Published through the For Your innovation podcast channels, this monthly series aims to be informative and enlightening, including experts with diverse viewpoints.Guests on this month’s Bitcoin Brainstorm include:Cathie Wood: Founder, CEO and CIO, ARK InvestGrant Gilliam: Co-Founder and Managing Partner, Ten31Barry Deen: CEO, Bitvora Inc.Joe Kelly: Co-Founder and CEO, UnchainedYassine Elmandjra: Director of Digital Assets, ARK Invest Rod Roudi: Co-Founder, Bitcoin ParkKey Points From This Episode:00:01:00 Rod introduces the Bitcoin Brainstorm and hands over the floor to each of our fantastic guests00:04:09 bitcoin may be at all-time highs (as of October 30, 2024), but it seems like bitcoin attention is no longer at a fever pitch00:12:10 What are the implications of financial regulation on innovation?00:20:13 What are bitcoin infrastructure builders, and bitcoin entrepreneurs thinking about the current state of governmental regulation in the United States?00:26:40 How are the various bitcoin companies converging and working together to accelerate innovation?00:34:42 Why Layer 2s like the Lightning network are critical to advancing bitcoin adoption beyond a savings tool00:41:41 The global adoption of bitcoin is still very low, and simply making it accessible can be its next leg of growth00:53:14 Why does Barry have a saying “Everything is good for bitcoin”?00:57:56 Why does Cathie believe accreditation rules in the United States are un-American?00:59:42 What does the future of bitcoin hold and how might the election impact it?Links Mentioned in this Episode:Learn more about Bitcoin Park: bitcoinpark.comLearn more about Bitcoin technology investment firm, Ten31: Ten31.vcLearn more about Bitcoin and Lightning payments API, Bitvora: Bitvora.comLearn more about Bitcoin native financial services company, Unchained Capital: Unchained.com

In this episode of FYI, Brett Winton and Charlie Roberts sit down with Sean McClain, CEO and founder of Absci, and Andreas Busch, Absci's Chief Innovation Officer, to explore how AI is transforming drug discovery and development, particularly in the biologic space. Sean shares how Absci is using AI to tackle the design problem in drug discovery, unlocking new possibilities for "undruggable" targets. Andreas provides insights into the challenges of translating these advancements into real-world therapies, drawing from his deep experience in Big Pharma. Together, they discuss the role of AI in reducing the time and cost of developing new therapies and its potential to reshape the pharmaceutical landscape.Key Points From This Episode:The role of AI in addressing previously "undruggable" targets like GPCRs and ion channels.How Absci’s AI-driven approach has shifted from synthetic biology to designing antibodies and biologics for drug discovery.The importance of leveraging partnerships with pharma companies like AstraZeneca and Merck to unlock novel biology.Andreas Busch’s transition from Big Pharma to Absci, emphasizing how smaller biotech companies attract top talent and foster innovation.AI’s role in shortening drug development timelines and reducing costs, allowing companies like Absci to develop differentiated assets faster.The blend of best-in-class and first-in-class strategies in Absci’s portfolio, balancing risks in novel biology and proven therapeutic areas.How AI models are used to design antibodies with specific affinities and predict drug candidates, a first in antibody drug design.The critical role of integrating domain expertise, such as Andreas’s experience in drug development, into AI-driven drug discovery.Insights on the future of AI in biology, predicting targets, epitopes, and potential breakthroughs in drug development.The importance of talent and culture in building cutting-edge biotech companies.

Will Tesla take over Uber? This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nick Grous are joined by ARK Director of Investment Analysis & Institutional Strategies Tasha Keeney to discuss Tesla's recent earnings call, highlighting the company's focus on cost reductions and future plans for autonomy and ride-hailing services. They also delve into the advancements in AI agents, particularly Anthropic's new capabilities, and the competitive landscape of AI technology. The conversation wraps up with insights into Meta's product developments and the evolving search engine market.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:Tesla's earnings exceeded expectations due to aggressive cost reductions.The company is testing a ride-hail platform with plans to launch next year.Anthropic's AI models are leading in new capabilities for computer navigation.Meta's Ray-Ban smart glasses are gaining significant market traction.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

It’s a good week to be Elon Musk! This week, Autonomous Technology and Robotics Director of Research Sam Korus and Director Of Investment Analysis & Institutional Strategies Tasha Keeney discuss recent launch of Cybercab, and the successful landing of SpaceX’s starship rocket.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:SpaceX successfully landed the booster of it’s Starship rocket on this 5th historic launchTesla unveiled its Cybercab autonomous taxi and we discuss what it was like to ride in first handFor more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

In this episode of FYI, Brett Winton, ARK's Chief Futurist, and Nemo Marjanovic, ARK's Multiomics Analyst, have an in-depth discussion with Professor Nikolai Slavov from Northeastern University. Professor Slalov is the Director of Parallel Squared Technology Institute (PTI). Together they explore the fascinating and complex world of multiomics, focusing on the importance of proteomics in understanding biological processes. Professor Slavov shares his insights on the technological advancements in single-cell proteomics, the challenges in measuring protein interactions, and the critical role of proteomics in drug development. The conversation also delves into the underfunded nature of proteomics research and its potential to revolutionize biopharma R&D and diagnostics.Key Points From This Episode:Introduction to multi-omics and its relevance in modern biology.Explanation of the central dogma of molecular biology: DNA, RNA, and proteins.Overview of Professor Slavov's research on single-cell proteomics and its implications.Challenges in measuring the dynamic and complex nature of the proteome.The role of advanced technologies like mass spectrometry in proteomic analysis.Importance of protein interactions and modifications in cellular functions.Discussion on the underfunding of proteomics research and its impact on scientific progress.The potential of proteomics to improve drug development and diagnostic precision.Advances in AI and data analysis techniques for better understanding protein structures and functions.Future frontiers in proteomics, including improved technology access and dynamic protein measurements.References:MacCoss, M.J., Alfaro, J.A., Faivre, D.A. et al. Sampling the proteome by emerging single-molecule and mass spectrometry methods. Nat Methods 20, 339–346 (2023). https://doi.org/10.1038/s41592-023-01802-5 Derks J, Jonson T, Leduc A, Khan S, Khoury L, Rafiee M, Slavov N Single-nucleus proteomics identifies regulators of protein transportbioRxiv  doi: 10.1101/2024.06.17.599449 (2024)

Are there any chip makers that can compete with Nvidia? This week, Next Generation Internet Director of Research Frank Downing, and Autonomous Technology and Robotics Director of Research Sam Korus discuss the S1 filing of Cerebras and what that might mean for the AI hardware space.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:00:00:00 Intro00:00:52 An Overview of Cerebras, and Their Plans to IPOFor more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public The Rundown: https://podcasts.apple.com/us/podcast/the-rundown/id1726048251To learn more about ARK: https://arkinv.st/ARKInvest For more updates, follow us on:- Twitter: https://arkinv.st/Twitter- LinkedIn: https://arkinv.st/LinkedIn- Facebook: https://arkinv.st/Facebook- Instagram: https://arkinv.st/InstagramDisclosure: http://arkinv.st/39rzF94

Are Meta's Orion glasses enough to convince you to exist in the metaverse? This week, Director of Research, Next Generation Internet Frank Downing, and Associate Portfolio Manager Nick Grous discuss Meta's recent product launches at Meta Connect, focusing on their AI initiatives, particularly the Llama language models, and the integration of AI into their hardware products like the Ray-Ban glasses. If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:Meta is open sourcing their Llama models, democratizing access to AI.The Ray-Ban glasses integrate AI features seamlessly into daily life.Orion represents a long-term vision for augmented reality.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

Imagine never having to hunt the internet for the lowest price on an item again! This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nick Grous discuss the evolving landscape of digital wallets and purchasing agents, focusing on Klarna's recent developments.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:Klarna is evolving from buy now, pay later to digital wallets.The introduction of purchasing agents could disrupt traditional marketplaces.Digital wallets may become a winner-take-most market.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

In this episode of FYI, Brett Winton, ARK Invest’s Chief Futurist, and CEO/CIO Cathie Wood, engage in a discussion with Seungyeon (SY) Kim, the CEO of Toss Securities. SY shares his journey from working at global tech giants like Google and TikTok to leading Toss Securities, a company often dubbed the "Robinhood of Korea." The conversation explores the unique approach Toss Securities takes by integrating social media features into its trading platform, fostering community engagement among investors. They also discuss the retail investing landscape in Korea, the potential global expansion of Toss Securities, and the intersection of social media, finance, and AI in reshaping the future of trading."In a couple of years time, I don't think we might need apps or mobile phones to trade stocks." - SY KimKey Points From This Episode:SY’s career journey from Google and TikTok to becoming the CEO of Toss Securities.The unique social media features integrated into Toss Securities' platform.Comparisons between Toss Securities and Robinhood, and the distinct approach SY’s team takes.The impact of social engagement on trading volumes within the Toss platform.The potential role of AI in the future of trading and investing.The growing interest of Korean investors in U.S. equities, driven by market trends and cultural factors.The importance of innovation in both the tech and financial sectors and its implications for the future.The regulatory environment in Korea and how it supports innovation in financial services.Toss Securities' ambitions for international expansion, particularly in the U.S. market.The relationship between crypto market trends and the growth of retail investing in Korea.

Can overthinking actually be beneficial? This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nick Grous are joined by ARK Next Generation Internet Director of Research Frank Downing to discuss updates to OpenAI's latest model and the benefits of increasing AI "thinking" time.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:The O1 model represents a breakthrough in AI reasoning.Inference time can be optimized for better performance.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

Is Apple's strategy to launch Apple Intelligence wise? This week, Autonomous Technology and Robotics Director of Research Sam Korus and Associate Portfolio Manager Nick Grous are joined by ARK Research Associate Jozef Soja to discuss Replit and updates to Apple Intelligence at their recent product announcement event.If you know ARK, then you probably know about our long-term research projections, like estimating where we will be 5-10 years from now! But just because we are long-term investors, doesn’t mean we don’t have strong views and opinions on breaking news. In fact, we discuss and debate this every day. So now we’re sharing some of these internal discussions with you in our new video series, “The Brainstorm”, a co-production from ARK and Public.com. Tune in every week as we react to the latest in innovation. Here and there we’ll be joined by special guests, but ultimately this is our chance to join the conversation and share ARK’s quick takes on what’s going on in tech today.Key Points From This Episode:Replit Agent is a coding agent developed by Replit that can create web apps autonomously.Apple's hardware updates focus on generative AI and health features.Established companies face challenges in productizing AI models.There is potential for newer entrants in the AI space.Upcoming releases from OpenAI and Oracle are anticipated.For more updates on Public.com:Website: https://public.com/YouTube: @publicinvestTwitter: https://twitter.com/public

In this episode of FYI, Brett Winton, ARK’s Chief Futurist and Frank Downing, ARK’s Director of Research, Next Generation Internet, welcome Manu Sharma, founder of Labelbox. The conversation examines the rapid evolution of Artificial Intelligence (AI) since the introduction of ChatGPT, highlighting how Labelbox has adapted from basic data labeling to sophisticated AI alignment using Ph.D.-level experts. They explore the profound changes in the AI landscape, the significance of reinforcement learning from human feedback, and the future of AI in increasing productivity and transforming industries. Listen in as they uncover the trends driving AI innovation and the growing importance of human preferences in shaping powerful models."There is a really interesting development happening in the industry, which is all these models had to get bigger only to get smaller." - Manu SharmaKey Points From This Episode:The shift from traditional data labeling to sophisticated AI alignment post-ChatGPT.The role of Ph.D.-level experts in training and aligning foundation models.How RLHF (Reinforcement Learning from Human Feedback) has become essential in AI development.The impact of generative AI on enterprise productivity and consumer applications.The concept of model distillation and its importance in creating efficient, smaller models.The future potential of AI assistants and the economic implications of AI pricing models.Labelbox’s evolution into a data factory, powering major foundation models with high-quality data.The ongoing challenges in AI, including the need for better reasoning capabilities in models.The distinction between pre-training and post-training data needs and strategies.The potential of AI in real-world applications, including robotics and specialized industry