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Aideation

Welcome to Aideation, TPY Capital's podcast for entrepreneurs, exploring the transformative power of Generative AI! Whether you're a founder contemplating your next move or a professional within a company, exploring the entrepreneurial path, this podcast is packed with insights, trends’ overviews, and actionable advice. We called this podcast Aideation because we believe it will become part of your ideation toolkit in this space. It will offer you data, surface up angles for you to consider, and hopefully, will be a solid input for your next entrepreneurial chapter! So...fasten your seatbelts and listen up!

YouTube, Spotify, Apple Podcasts

The GenAI Analytics Revolution || מהפכת הבינה המלאכותית הג'נרטיבית באנליטיקס
43:00

The GenAI Analytics Revolution || מהפכת הבינה המלאכותית הג'נרטיבית באנליטיקס

The GenAI Analytics Revolution: Implications for Startups and Organizational Functions || מהפכת הבינה המלאכותית הג'נרטיבית באנליטיקס: השלכות לסטארטאפים ולפונקציות ארגוניות בתחום In this episode, we look into the future of Data & Analytics in enterprises. From the decline of legacy tools to the rise of GenAI, we explore the changes of data-driven insights and what those changes mean for the people and processes at the heart of analytics. Joining us are two industry experts: - Eyal El Bahar – VP BI & Analytics at Lightricks https://www.linkedin.com/in/eyale/ - Daniel Zilberberg - Director of Data Analysis Guild at AppsFlyer https://www.linkedin.com/in/daniel-zilberberg-4b172978/ This episode’s topics include: - Are dashboards ‘dead’? - What does it mean for the roles of data analysts and data scientists? Is disintermediation inevitable, or will GenAI complement existing teams? - What’s preventing widespread integration of GenAI in analytics workflows? - How should startups build design partnerships and navigate this fast-changing space? References: - Unleashing the Power of Generative AI for Data and Analytics, Gartner report https://www.gartner.com/peer-community/oneminuteinsights/omi-unleashing-power-generative-ai-data-analytics-jjq#:~:text=Most%20respondent%20D%26A%20functions%20are,using%20GenAI%20to%20some%20extent. - Data and AI Trends Report 2024, Google Cloud report https://cloud.google.com/resources/data-ai-trends-report-2024
GenAI and the reshaping of cybersecurity || והשפעתו הדרמטית על עולם הסייבר GenAI
43:14

GenAI and the reshaping of cybersecurity || והשפעתו הדרמטית על עולם הסייבר GenAI

In this episode of Aideation, TPY Capital’s podcast for aspiring entrepreneurs and tech leaders, we’re diving into one of the most dynamic and critical fields in tech—Cybersecurity—and how Generative AI is shaping its future. The endless catch game between hackers and defenders is reaching new highs as both sides arm themselves with powerful AI-driven tools. Our fantastic guests bring cutting-edge insights from startups, enterprises, and their own entrepreneurial journeys: - Gal Peretz (https://www.linkedin.com/in/gal-peretz/ ): Head of AI & Data at Torq and the host of the technical AI podcast, @LangTalks. - Michael Erlihson (https://www.linkedin.com/in/michael-erlihson-8208616/ ): Head of AI at a stealth AI-cybersecurity startup and the host of the technical AI podcast, @Datasciencedecodedhistory. - Tal Waitzenberg (https://www.linkedin.com/in/tal-waitzenberg-570a91136/ ): Data Science expert at Wiz, formerly leading AI and data science at Cybereason. In this episode, we explore: - The evolving attack vectors and defense strategies fueled by GenAI. - Challenges organizations face when adopting GenAI-based security solutions, including readiness, model limitations, and risk aversion. - Actionable insights for startups for ideating effectively and identifying opportunities in the intersection of AI and Cybersecurity. References: 1. State of Security, Splunk report, pages 5 & 12 (https://www.splunk.com/en_us/form/state-of-security.html) 2. STATE OF AI CYBER SECURITY 2024, DARKTRACE report, page 8 (https://darktrace.com/resources/state-of-ai-cyber-security-2024) 3. AI for Security: Eight Areas of Opportunity, Menlo ventures blog (https://menlovc.com/perspective/ai-for-security-eight-areas-of-opportunity/)
The Motherboard of All Battles: The Hardware Fueling GenAI
48:41

The Motherboard of All Battles: The Hardware Fueling GenAI

Generative AI is one of the biggest tech revolutions of our times, but it is the hardware that is the beating heart keeping it alive. In this episode of Aideation, we explore the hardware infrastructure behind GenAI and its critical role in shaping the future of AI. Joining us is Ofer Shacham (https://www.linkedin.com/in/ofershacham) , former head of the Silicon Division at Meta and currently the founder and CEO of Majestic Labs, a next-gen hardware company. Ofer brings exceptional expertise and insights to the discussion. This episode’s topics include: • The evolution of hardware behind the GenAI revolution. • The rising energy demands of data centers and what it means for the future. • Whether the skyrocketing costs of compute infrastructure are justified. • Key opportunities for startups in the AI hardware space. References: 1. COATUE EMW/2024, Slides 14 & 23 https://drive.google.com/file/d/184tgms_70fL5P0b1l83qSXk8vpFr4kfl/view 2. EPOCH AI Summary of compute trends in AI https://epoch.ai/assets/images/posts/2024/training-compute-of-frontier-ai-models-grows-by-4-5x-per-year/summary_figure.png 3. The Impact of GenAI on Electricity: How GenAI is Fueling the Data Center Boom in the U.S., BCG blog post https://www.linkedin.com/pulse/impact-genai-electricity-how-fueling-data-center-boom-vivian-lee/ 4. Uber and Waymo Expand Partnership to Bring Autonomous Ride-Hailing to Austin and Atlanta https://investor.uber.com/news-events/news/press-release-details/2024/Uber-and-Waymo-Expand-Partnership-to-Bring-Autonomous-Ride-Hailing-to-Austin-and-Atlanta/default.aspx 5. AI's $600B Question, Sequoia Capital blog post https://www.sequoiacap.com/article/ais-600b-question/ 6. Is Google investing too much in data centers for AI? Its CEO doesn’t think so https://www.fierce-network.com/cloud/google-investing-too-much-data-centers-ai-its-ceo-doesnt-think-so 7. The economic potential of generative AI: The next productivity frontier, McKinsey Global Institute report https://www.mckinsey.com/capabilities/mckinsey-digital/our-insights/the-economic-potential-of-generative-ai-the-next-productivity-frontier#industry-impacts
“Ctrl + AI + Delete”: GenAI’s and the disruption of code production
48:49

“Ctrl + AI + Delete”: GenAI’s and the disruption of code production

The ONE biggest area in which we see most widespread enterprise adoption of GenAI is software development. This affect not only how code is written but the very essence of how organizations operate. In this episode of Aideation, TPY Capital’s podcast for aspiring entrepreneurs and tech leaders, we host outstanding two technology leader at the very forefront of this revolution: • Prof. Eran Yahav, CTO of Tabnine and a Technion researcher (https://www.linkedin.com/in/eranyahav/) • Assaf Elovic, who leads AI at Monday.com, and until recently, head of R&D at Wix (https://www.linkedin.com/in/assafe/) This episode’s topics include: • A deep dive into how AI tools are transforming coding workflows. • The competitive landscape of GenAI in code production, from the obvious giants such as Github/Microsoft to emerging startups. • Insights into building enterprise-ready solutions and preparing organizations for AI adoption. • Opportunities for startups to thrive in the AI and software development intersection. References: 1. AI: Adopters Are (Still) Adopting, exhibit 9, Morgan Stanley report 2. State of enterprise tech 2024, page 24, Insight partners report (https://www.insightpartners.com/state-of-enterprise-tech-2024/) 3. State of the cloud 2024, Bessemer Venture Partners report (https://www.bvp.com/atlas/state-of-the-cloud-2024) 4. State of Generative AI in the Enterprise 2024, Deloitte report (https://www2.deloitte.com/us/en/pages/consulting/articles/state-of-generative-ai-in-enterprise.html) 5. 8-year-old girl codes with Cursor AI, YouTube video (https://www.youtube.com/watch?v=o5uvDZ8srHA)
BeGOV Ha'arayot: GenAI and the impact on GovTech
40:38

BeGOV Ha'arayot: GenAI and the impact on GovTech

Join us on Aideation, TPY Capital's podcast for entrepreneurs, exploring the transformative power of Generative AI! Whether you're a founder contemplating your next move or a professional within a company, exploring the entrepreneurial path, this podcast is packed with insights, trends’ overviews , and actionable advice. In this episode, we deep-dive into a fundamental yet often overlooked focus area: the impact of GenAI on the public sector. Our expert guests, Ido Ivri (https://www.linkedin.com/in/idoivri/) , co-founder and CTO of Zencity, and Noam Maital (https://www.linkedin.com/in/noam-maital/), ex-founder of WayCare (acquired by Rekor Systems) and current founder & CEO of a stealth startup targeting the U.S. public sector, together bring years of experience navigating the challenges and opportunities in selling technologies to government related entities. Here’s what to expect: • Opportunities in GenAI for Governments: With the potential to boost productivity by half a trillion dollars annually, which use cases are truly moving the needle in the public sector? • Challenges in Selling to Governments: From long sales cycles to evolving AI regulations—how can GenAI startups overcome these hurdles? • Strategic Insights for Entrepreneurs: Tips for building successful GovTech startups, navigating the competitive landscape, and securing funding. • Future Trends: Where will GenAI take the public sector in five years? References: 1. Unlocking the potential of generative AI: Three key questions for government agencies, Page 1 https://www.mckinsey.com/industries/public-sector/our-insights/unlocking-the-potential-of-generative-ai-three-key-questions-for-government-agencies#/ 2. Generative AI for the Public Sector: From Opportunities to Value, Page 2 https://www.bcg.com/publications/2023/unlocking-genai-opportunities-in-the-government
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