Episodi
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Welcome to another episode of "Data Driven," where we dive into the ever-evolving world of data science, AI, and data engineering. Today's special guest is Inna Tokarev Sela, CEO and founder of Illumix. Join hosts Frank La Vigne, BAILeY, and Andy Leonard as they unpack Inna's groundbreaking insights into generative AI, the future of data management, and the intricacies of AI cost effectiveness.
Inna reveals the origin of her company's name, "Illumix," and discusses the pressing risks of 2025, particularly the total cost of ownership for managing generative AI. She highlights the inefficiencies of data customization and proposes a shift towards moving AI closer to the data to reduce costs. Through the unique lens of Illumixâs approach, Inna explains how they aim to illuminate organizational data by using a virtual semantic knowledge graph based on industry ontologies and business logic.
Timestamps00:00 Ina Tokarav Sala: CEO of Illumix, AI readiness pioneer.
05:57 ROI and data are crucial for decisions.
08:56 Intermediate stage: copilots, insights, static dashboards persist.
11:12 Illumax targets structured data market, unlike others.
14:29 Bad data skews predictive analytics, causing errors.
19:48 Data modeling efficiency increases with virtual assistants.
22:33 E-commerce evolution: convenient online shopping preferred.
25:27 2025's biggest risk: High generative AI costs.
27:07 Focus on domain knowledge and metadata utilization.
31:44 Predicting patterns is profound, not crazy.
36:09 Industry trends are cyclical, like fashion trends.
37:49 Repatriating data due to AI cost efficiency.
40:47 Data processing everywhere raises security concerns.
45:00 Founder freedom: Experimentation unlike SAP's structure.
49:11 I'm considered controversial for being very visionary.
52:29 Truth's evolution parallels past technological shifts.
54:39 Frank's World: Kids show on recycling, BBC.
57:09 Thank you, Ina Tokarev Saleh, for insights.
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Joining hosts Frank La Vigne and Andy Leonard, Geoff shares insights on the intersection of AI and creativity, the evolving landscape of careers in the age of artificial intelligence, and the crucial balance between innovation and traditional storytelling. We'll delve into AI's role in enhancing emotional connections with audiences, its potential to disrupt traditional media and consultancy services, and the caution needed to maintain authenticity and human touch amidst technological advances.
From amusing anecdotes about AI challenges in creative tasks to profound reflections on storytelling, this episode is a treasure trove for anyone intrigued by how emerging technologies are reshaping the arts and beyond. Stay tuned for inspiring discussions, engaging stories, and actionable insightsâright here on "Data Driven".
Let's get started!
Show NotesLinksGeoff's LinkedIn https://www.linkedin.com/in/geoffthatcher/
Moments00:00 Jeff Thatcher revolutionizes experiences with AI innovations.
08:56 Storytelling is more important than technology investment.
13:38 Football field experience mimicking recruitment video reveal.
18:45 AI summaries risk losing creative inspiration.
22:21 AI enhances storytelling and client engagement passion.
31:49 Collaboration with LLMs enhances content drafting.
34:53 We integrated AI and illustrator for Christmas card.
43:03 AI empowers creativity, challenges traditional gatekeepers.
44:44 Simplicity aids decision-making; avoid complicating stories.
51:19 Slow drive through town renewed my soul.
56:26 Created AI color library to match teams.
01:01:30 Creativity requires discipline, connections, and stimulus.
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Episodi mancanti?
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Frank La Vigne sits down with Alex Gold, Head of Solutions Engineering at POSIT and author of "DevOps for Data Science."
Together, they explore the fascinating intersections of DevOps, MLOps, and generative AI, shedding light on the importance of social norms, innovation, and practical impact in open-source development.
Show NotesLinksDevOps for Data Science (Online Version) https://do4ds.com DevOps for Data Science (Amazon)
Moments02:14 Marylander love their state flag
06:09 PBC prioritizes diverse responsibilities beyond shareholder value.
08:17 Chose Python for its versatility across fields.
12:15 Choose the right language for each pipeline stage.
16:14 Deploying software for enterprise use requires oversight.
19:26 Most data scientists rarely focus on machine learning.
23:18 Machine learning misunderstood; majority use simple models.
26:46 Generative AI in big companies, production challenges.
28:30 DevOps for data science needs unique practices.
31:28 Focus on quick wins for business value.
34:05 Focus on relationships; people problems require empathy.
37:17 Technical people focus on solving technical problems.
42:53 Companies exploring gen AI strategies, co-pilot model prioritized.
45:01 Exploring gen AI for effective customer data use.
49:32 Progress continues despite leveling off in horsepower.
52:40 AI needs deeper integration for life-changing impact.
55:39 Upload content; create NPR-style podcast summary.
58:38 Thanks for tuning in! Stay data driven.
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Today, Frank and Andy are joined by David Hirschfeld, CEO and founder of Tekyz Corporation, a firm specializing in helping startups and saving troubled projects with his unique "Launch First" methodology.
David brings us into his world of startups, where, believe it or not, he advocates for getting customers before you even build the product! He explains how Launch First combines high-fidelity prototypes, niche targeting, and a lean, marketing-first approach to de-risk software launches and prove real demand.
Whether youâre an engineer turned entrepreneur, or just curious about the art and science of startups, buckle up for an enlightening episode with insights on maximizing impact and proving product-market fit with speed and precision. Letâs dive in!
Show NotesLinksMoments00:00 Launch First: Get customers before building product.
06:00 Market first, then build software; analyze niche.
07:04 Create marketing stack, offer lifetime license, guarantee refund.
10:30 Offer lifetime licenses for upfront subscription payments.
16:39 Identify top niche problems and assess impact.
19:29 Paying customers prove genuine interest and commitment.
23:34 Accidentally created first Windows software for industry.
25:52 Failed to monetize social media product, Klooj.
30:28 Red Hat's AI boosts chatbot data efficiency.
33:05 Exceptional teams produce highly detailed, compliant documentation.
34:52 Responsibility depends on knowledge and access.
40:29 Track time daily, categorize by client, invoice monthly.
42:37 Handoff documentation to Google; received positive feedback.
45:59 Impressed, thought price was reasonable, despite expectations.
48:11 Combining disciplines multiplies value exponentially.
51:56 David Hirschfeld discusses startup success strategies.
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Today, we have a special treat for you as we welcome Candice Gillhooley, a dynamic force known for blending technical prowess with marketing brilliance. In this episode, we'll explore Candice's groundbreaking approach to "sentient marketing," dive into the interplay between AI and targeted audience communication, and discuss the importance of understanding behavioral data to craft unforgettable marketing experiences. So, sit back, relax, and get ready for an episode that's sure to spark new ideas and inspire innovation.
Show NotesLinksBuy the book on Amazon: https://qrcodes.at/SentientMarketingBookhttps://sentientmarketingbook.com/Candace's LinkedIn Profile https://www.linkedin.com/in/candacegillhoolley/
Moments00:00 Podcast explores data science, AI, engineering trends.
05:05 Ancient harvest tradition, winter preparation, birthdays coinciding.
06:46 Target audience insights through effective data utilization.
13:17 Enjoys startup vibes, marketing tech innovations.
15:36 Data-driven marketing is essential for organizational success.
20:27 Martha Stewart's over-the-top American Express commercial.
22:22 Impressed by her reinvention despite past challenges.
26:31 Glimmers evoke deep, happy memories and connections.
29:37 Advertising targets varied generations differently nowadays.
32:32 Tech changes: fascinating generational shifts, CD nostalgia.
36:11 SQL Server generations discussed at SQL Saturday.
39:47 Marketing tech evolves rapidly; cloud frenzy over.
41:52 Hybrid cloud trend emerged after market saturation.
44:33 Enjoying feedback from Andy about my work.
49:28 Personality divergence; traditionalism conflicts with change.
50:48 Neurodiverse individuals face job dissatisfaction challenges.
54:55 Discussed AI-driven marketing with Candice Gillhooley.
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Andy Leonard and Frank La Vigne are joined by experts Baruch Lev and Feng Gu to uncover the complexities and pitfalls of mergers and acquisitions. We'll discuss the controversial "killer acquisitions" in the pharmaceutical industry, which regulators fear stifle innovation and harm public health.
Our guests will share insights from their upcoming book, "The M&A Failure Trap," which critiques current acquisition strategies and introduces a unique 10-factor scorecard for assessing potential success. From data analysis on 40,000 mergers over 40 years to the challenges and market trends affecting merger outcomes, weâll explore why up to 75% of mergers fail and how decision-makers often benefit at the expense of employees and shareholders.
Whether you're an entrepreneur looking to navigate M&As or a data enthusiast curious about the numbers behind these strategic moves, this episode offers a data-driven look at the forces shaping mergers and their real-world impacts.
Show NotesThe M&A Trap Book Link (no affiliate) https://www.amazon.com/Failure-Trap-Mergers-Acquisitions-Succeed/dp/1394204760
Highlights00:00 Exploring data science, AI, mergers with experts.
04:43 Extensive data-driven analysis of mergers' failures.
09:22 Investment bankers pressure companies to finalize acquisitions.
11:15 Managers get bonuses for concluding acquisition deals.
14:26 Global economy affected; star performers leave.
17:32 Mergers often lead to employee departures, layoffs.
20:24 Managed data engineering team during Unisys acquisition.
26:28 Analogies highlight misapplication of causal thinking.
28:58 Complex model reveals hidden variable impact.
31:01 Correlation can mislead; avoid single-focus traps.
37:14 Comprehensive analysis of acquisitions and their impacts.
38:39 Analyzed LinkedIn data on employee turnover trends.
41:50 Creative metric developed for private acquisition premium.
46:01 Acquisitions are widespread, impacting various industries significantly.
52:11 Unique 10-factor acquisition scorecard predicts success.
55:45 Deep dive into mergers and acquisitions data.
Speaker BiosBaruch Lev is a professor emeritus at NYU Stern School of Business, where he has taught and conducted research on mergers and acquisitions for decades. He worked formerly at UC Berkeley and the University of Chicago. His work has been widely cited in academic and professional circles (over 63,000 Google Scholar citations), and he is a leading authority on corporate finance and valuation.
Feng Gu is a professor of accounting at the University at Buffalo and has extensive experience in analyzing the financial aspects of corporate acquisitions. His research focuses on the economic consequences of corporate decisions and has been published in top-tier academic journals.
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Andy Leonard, and Frank La Vigne are joined by the innovative Artem Rodichof, CEO of Xhuman. Today's discussion delves into the transformative world of empathetic AI and its potential to reshape our interactions with technology and each other. Artem shares insights from his groundbreaking platform, which creates custom AI personalities that can turn various media forms into interactive, human-like experiences.
We'll explore the intersection of gaming and AI, discuss the ethical implications of deep emotional connections with chatbots, and consider how AI-driven interactions might alleviate loneliness and enhance human communication. Balancing technical details with ethical considerations, this episode underscores the dynamic role of AI in our digital future. So, stay tuned as we navigate the evolving landscape of AI-integrated worlds and the profound impact of empathetic technologies.
Show NotesHighlights03:24 Introducing Artem Rodichoff, CEO of Xhuman.
07:49 Eugenia trained chatbot on deceased friend's personality.
10:21 AI bots mimic empathetic, encouraging coworker interactions.
13:35 User feedback improves conversation quality over time.
19:12 Characters as community managers, NPCs powered by AI.
22:08 Gen AI raised technology interactivity expectations significantly.
25:45 Future device interactions through natural language.
27:49 Devices now resemble Star Trek's interactive computers.
33:36 Do chatbot conversations increase Gen Z loneliness?
34:46 Chatbots improve communication skills and social interactions.
41:07 Banned romantic chats impact lonely users deeply.
41:57 AI relationship changes can impact mental health.
47:20 Applaud effort; solving black swans is tough.
50:48 Social media amplifies our worst traits.
51:58 Addressing loneliness is crucial for well-being.
56:17 Exploring empathetic AI's future with Artem Rodichorff.
LinksArtem's LinkedIn https://www.linkedin.com/in/art-rodichev/Ex-Human's Website https://exh.ai
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In this episode, Doug shares his preference for composition over inheritance in object-oriented programming and his strategic use of design patterns in Visual Basic consulting. He challenges commonly held beliefs about language performance and productivity, arguing that faster languages do not always yield faster results. The conversation also explores the offline benefits of large and small language models (LLMs and SLMs) and highlights Doug's innovative use of PowerShell to create autonomous agents.
Doug shares fascinating insights on prompt engineering, the evolution of AI models, and the potential of personal AI as the next technological inflection point. Despite facing resistance from critics and the tech community, Doug remains a staunch advocate for leveraging cutting-edge tools and maintaining an unscripted, adaptive approach to technology.
Show NotesTime Stamps07:32 Discovering GPT chat and its incredible capabilities.
14:25 Expect announcement at OpenAI Day in November.
19:41 Initial confusion, but eventually realized cross-platform potential.
25:31 Colleague makes fun of me, but impressed.
30:07 Experience of being a non-traditional engineer.
35:10 Prefer using PowerShell over Python for coding.
40:36 Discussing hallucination problem and algorithms in AI.
43:19 Using AI to generate better function names.
47:46 "Creating forms quickly with impressive results."
54:58 Recall story of new guy at whiskey distillery.
01:01:06 Microsoft focuses on smaller, efficient language models.
01:08:12 Data-driven podcast explores PowerShell and AI's fusion.
LinksPSAI (PowerShell AI module): https://github.com/dfinke/PSAI PSWeave (PowerShell module bringing OpenAI's GPT): https://github.com/dfinke/PSWeaveImportExcel (PowerShell module to import/export Excel spreadsheets): https://github.com/dfinke/ImportExcelNew York PowerShell Meetup: Meetup https://www.meetup.com/nycpowershellmeetup/
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In this episode, we delve into Frankâs new role at Red Hat, where heâs pioneering advancements with Rel AI, an innovative tool for training large language models. Andy shares his latest adventures in Microsoft Fabric training, reflecting on the rapid pace of tech evolution.
Along with tech talk, they touch on personal milestones, such as parenting and lifeâs significant changes. So, grab your favorite drink, sit back, and join us for an insightful conversation filled with tech trends, personal stories, and a touch of nostalgia. It's an episode you won't want to miss!
Show Notes04:08 Limited college course options, but important financially.
09:16 Fabric data factory training, following SSIS, Azure.
10:08 Teams doing diverse work to improve services.
13:14 Adoption drama resulted in life-changing impact.
16:50 Functionality in Office 365 for family use.
21:56 Data-driven podcast episode ends with call-to-action.
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Today, we're shifting gears as Frank La Vigne returns from his adventures in the Smoky Mountains.
From paternity leave to tackling poor internet connectivity, Frank sheds light on the precarious nature of our reliance on cloud services. Join us as we explore the challenges of staying connected in remote areas, ponder the implications for the future of AI, and reflect on the importance of data resilience.
Buckle up for an episode that's as much about life's unexpected detours as it is about the data revolution. Let's get data driven!
Time Stamps03:47 Balcony had best signal, but still slow.
08:44 Moving to technical marketing; Red Hat Summit.
09:40 Influence of living in DC on perception.
13:23 Limited internet access creates absurd and inefficient situations.
16:37 The world faces significant danger in cyberspace.
21:39 Concerns about building systems dependent on OpenAI.
24:18 Grateful for internet, signing off, podcast-ready
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In this episode, we explore real-world cases that showcase the susceptibility of AI chatbots to manipulation, as illustrated by a shocking incident where an AI was manipulated to sell a Chevy truck for just $1. Kevin Latchford sheds light on the dual-use knowledge risks and the potential for unauthorized leaks and malicious backdoors within AI plugins.
Frank and Kevin dive into the implications of quick technological adoption, drawing parallels to the early web era. We discuss the impact of network setups, access controls, data supply chain integrity, and the ongoing investigations into the security implications of these burgeoning technologies. This episode is packed with expert insights and practical advice on navigating the complex world of AI security.
Show Notes05:04 Public space tech meant to have safeguards.
09:39 Security issue in enterprise AI adoption concern.
12:53 Understanding security implications is crucial for mitigation.
16:40 Chatbot manipulated to sell Chevy truck for $1.
17:57 Found something during cybersecurity exercise, not sharing.
21:11 Uncertainty about security in remote interfacing.
24:00 Utilize specialized LLM to analyze prompts precisely.
29:15 Understanding cybersecurity first is key to AI.
32:32 Implement outbound stateful connection to prevent automatic calls.
34:31 IT field is interesting with its vulnerabilities.
37:15 Data-driven podcast highlights AI security vulnerabilities. Stay vigilant.
About the SpeakerKevin Latchford is an esteemed expert in the cybersecurity realm, renowned for his comprehensive understanding and proficiency in both offensive and defensive strategies. Drawing from concepts rooted in military practice, Kevin adeptly navigates the intricate dynamics of red teaming and blue teaming. As an advocate for offensive cybersecurity, red teaming, also known as opposing force operations, he challenges the vulnerabilities within systems to enhance their integrity. Conversely, his expertise in blue teaming, the defensive counterpart, focuses on shielding and fortifying friendlies. Through his dedicated efforts, Kevin ensures the confidentiality, integrity, and accessibility of computer networks and systems, whether they are natively hosted or web-based, culminating in fortified cyber defenses and resilient information security.
Mentioned in this episode:
WITI BOGO Deal!
Special Offer:WITI is offering an incredible Buy One, Get One sale on memberships until Labor Day in the US. This is a perfect chance to access valuable networking opportunities, cutting-edge resources, and career advancement perks.Exclusive Discount Code:Use the coupon code DATADRIVEN at checkout to take advantage of this special offer. Whether youâre aiming to elevate your career or support a fellow tech enthusiast, now is the perfect time to join WITI.Visit WITI.com to grab your BOGO membership before itâs too late!
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In this episode, we explore linguistic and cultural influences on language with Dr. Yossi Keshetâa renowned expert in automated speech recognition.
We cover the intricacies of jargon, code-switching, and the ethical dimensions of artificial intelligence.
Listen to discover how the convergence of linguistics and computer science is revolutionizing our interaction with technology.
Show Notes05:26 YOLA targets foundational industries through AI.
07:34 Automatic speech recognition similar to KJGPT model.
11:17 American English research bias in speech intelligibility.
13:33 Studying foreign languages improved understanding of grammar.
18:35 Passionate about linguistics and cognitive sciences. No AI has this capability.
20:23 Phenomenal correlation between artificial and neural mechanisms.
26:24 Innovating transcription: improving on old industry practices.
27:35 GPT's influence on various fundamental industries.
31:56 Using multiple languages can enhance comprehension.
35:07 Switching between languages in code-switching research.
40:47 Superego: Freud's guilt and fear mechanism. Evolutionary.
42:11 Book writing claiming need for non-standard regulations.
46:46 AI movie plot illustrates ethics in robotics.
50:25 GPT discussion focuses on personalized and helpful interaction.
53:20 End of insightful data-driven episode, future technology.
Mentioned in this episode:
WITI BOGO Deal!
Special Offer:WITI is offering an incredible Buy One, Get One sale on memberships until Labor Day in the US. This is a perfect chance to access valuable networking opportunities, cutting-edge resources, and career advancement perks.Exclusive Discount Code:Use the coupon code DATADRIVEN at checkout to take advantage of this special offer. Whether youâre aiming to elevate your career or support a fellow tech enthusiast, now is the perfect time to join WITI.Visit WITI.com to grab your BOGO membership before itâs too late!
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In this exciting episode, Frank La Vigne and Andy Leonard sit down with Aviad Harell, managing partner at Team 8, to explore the transformative power of technology in today's business landscape.
Aviad shares his mission to eliminate day-to-day bureaucracy and leverages technology to automate processes, drawing from his vast experience in the tech industry. Beyond business, Aviad reveals his passion for traveling in South America and his book recommendation, "The Mom Test," which acts as a guide for proper idea validation.
As the conversation unfolds, we explore how venture capital has evolved from a hobby to a disciplined, professional field, much like the maturity models in software development. Aviad details Team 8's innovative approach to venture capital, partnering with founders early in their journey, sometimes before even fully forming ideas. This unique model includes building a robust support system of 85 professionals to ensure the success of the startups they invest in.
Discover the importance of critical thinking, loving the problem more than the solution, and the journey from idea to execution.
Hear Aviad's insights on why execution is more crucial than the original idea and his belief in adaptability, quoting the famous military adage, "No idea survives contact with reality."
Show Notes04:56 Founders seek validation, partners provide early support.
07:57 Teammate model founded on deep cybersecurity understanding.
10:51 Query about venture capitalist process's modernization and perception.
15:28 Entrepreneurship challenges led to significant personal growth.
19:07 Unintended tech consequences changing finance and daily lives.
22:47 Interested in different applications of agile methodologies.
27:22 Fascinating insights into approaching venture capitalists today.
30:31 Passion for skill, idea improvement, crucial teamwork.
31:23 Seek advice, consider other ideas, and collaborate.
36:26 Entrepreneur becomes angel investor, supports Tel Aviv.
37:52 Considered new company, resisted VC, became investor.
43:58 Automating bureaucracy, taxes, and legal document review.
47:53 Focus on problem, not solution; meaningful feedback.
50:38 Data-driven episode with Aviad Harrell from Team 8.
Mentioned in this episode:
WITI BOGO Deal!
Special Offer:WITI is offering an incredible Buy One, Get One sale on memberships until Labor Day in the US. This is a perfect chance to access valuable networking opportunities, cutting-edge resources, and career advancement perks.Exclusive Discount Code:Use the coupon code DATADRIVEN at checkout to take advantage of this special offer. Whether youâre aiming to elevate your career or support a fellow tech enthusiast, now is the perfect time to join WITI.Visit WITI.com to grab your BOGO membership before itâs too late!
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In this episode, Frank La Vigne and Andy Leonard dive deep into the world of developer advocacy and data observability with special guest Chris Cooney from CoreLogix. From discussing the evolution of Microsoft Evangelism to the intricacies of data retention and real-time decision-making, this conversation covers a wide range of topics, including the impact of AI technology, the importance of community in software engineering, and the challenges of connecting with engineers at trade shows.
Join us as we explore the intersection of technology, advocacy, and data engineering in this insightful episode featuring Chris Cooney on "Data Driven".
New Season Means a New Theme SongLet us know what you think! Don't worry, we will use a shortened version for future shows. We were just so excited to get to Season 8!
Show Notes03:54 Experienced engineer transitioned into leadership in technology.
07:40 Dan delivers insightful speech on tracking activity.
12:33 Developers must adapt to new technology continually.
13:45 Conference talk success measured by engagement metrics.
17:15 Uncertainty about outcome of video creation.
20:00 The trend in the field is evolving.
25:45 Retain all data, use case-driven storage. Avoid rehydration.
27:11 Core principles: smart data science, streaming architecture.
32:34 Efficient streaming processes allow for easy scaling.
36:16 Instantly triggered alarm blocks malicious IP addresses.
37:22 Enormous architecture demonstrates remarkable data management practice.
42:13 Struggle with learning Arabic dialect using AI.
44:41 Language differences reflect cultural and historical influences.
47:55 Regularly listens to audiobooks, recommends "Team Topologies" and "Team of Teams."
51:32 Data-driven podcast season 8 debut summary prompt.
Mentioned in this episode:
WITI BOGO Deal!
Special Offer:WITI is offering an incredible Buy One, Get One sale on memberships until Labor Day in the US. This is a perfect chance to access valuable networking opportunities, cutting-edge resources, and career advancement perks.Exclusive Discount Code:Use the coupon code DATADRIVEN at checkout to take advantage of this special offer. Whether youâre aiming to elevate your career or support a fellow tech enthusiast, now is the perfect time to join WITI.Visit WITI.com to grab your BOGO membership before itâs too late!
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In todayâs episode of the Data Driven podcast, we delve into the intricate dance of the human brain with uncertainty, guided by the insightful and optimistic Dr. Julia DiGangi. Dr. DiGangiâs work transcends traditional academic boundaries, focusing on the neuropsychological underpinnings that shape our responses to the ever-shifting sands of our times.
With a blend of deep scientific knowledge and a hopeful outlook, she sheds light on how understanding our brain's mechanics can enhance our navigation through life's complexities. Join us as Dr. DiGangi illuminates the pathways of our cognitive landscapes, offering clarity and guidance through the fog of uncertainty.
Show Notes00:00 Neuropsychologist studies brain domains, human vs. machines.
05:06 Technology layoffs causing career uncertainty, sparking concern.
08:54 Brain is allergic to uncertainty, scientific study.
10:24 People choose painful shocks over uncertainty in lab.
15:44 Lead life wisely, brain is most powerful.
19:21 Jordan Belfort, inspiration for Wolf of Wall Street.
20:09 Theory powerful across contexts, emotional intelligence vs. artificial intelligence.
25:30 Leadership is about influential emotional signals.
29:22 Emotion sets human consciousness energy, fixing pain.
31:43 Questioning our connection to somatic intelligence.
35:26 Questions about recovery, healing, and enduring patterns.
38:22 Challenges are inevitable, despite our circumstances.
42:38 Emotions are a richer carrier of meaning.
44:07 Transition from academic to public mental health advocacy.
46:30 Talk therapy integrates thinking and emotions in the brain.
52:17 Tired of politics, focused on substance and policy.
55:45 Engaging podcast featuring AI and human mind.
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In this landmark 360th episode of Data Driven, we take a full-circle journey back through the past seven seasons, exploring the highs, lows, and everything in-between. Frank and Andy, in their signature style, veer off the beaten path, offering listeners not just a trip down memory lane, but an off-road adventure filled with insights, laughter, and a few unexpected detours.
Join us as we reflect on where weâve been and, more importantly, where weâre headed next in the ever-evolving landscape of data and technology. Itâs an episode you wonât want to miss, complete with the wisdom and whimsy that only Frank and Andy can provide.
Moments00:00 Simpsons celebrates 360 episodes, announces new shows.
06:48 Struggling with impostor syndrome, sibling dynamics, and survival.
14:37 Experiments with AI feedback, brief show intros.
20:19 Challenging start, surprised by success in audio.
25:17 Uneven distribution; learned from former Microsoft colleague.
29:47 Struggle with communication, engineer writes terse responses.
35:47 Detective describes transit system in detail.
38:25 Relieved when Amazon took over sci-fi series.
43:28 Discussing latest blog post on OpenAI's capabilities.
52:15 Obfuscation and difficulty in accessing information persist.
56:41 Equal time for Democrats and Republicans in media.
01:02:36 December is a mad time due to birthdays.
01:05:06 Originally planned as a video podcast, logistics issues.
01:09:44 360-degree journey concludes with data-driven discussions.
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In this episode Frank and Andy welcome Jennifer Swanson explains how businesses can reinvent themselves for the data driven age of AI.
From recognizing the importance of defining clear strategies and outcomes to the struggles of change management, Jennifer reveals that the heart of digital transformation lies in aligning individuals to the company's objectives, and significantly, that it's less about the technology itself and more about the people and processes.
Whether you're a leader in your organization, part of a cross-functional team, or simply intrigued by the intersections of technology and business, this episode is a rich exploration of what it really means to be digitally transformed.
Show Notes05:31 Technology now integral to every business operation.
07:07 Offline businesses integrating technology for improved experience.
10:04 First wave of digital transformation: applying technology.
14:09 Data governance key to organization's predictable success.
16:54 Organizational governance ensures strategy, priorities, and outcomes.
21:47 Training, support, and focus key for empowerment.
25:57 Selecting narrow slices drives model implementation success.
28:49 "Positive experiences with scrum and DevOps"
32:22 Leadership defines market, customer, and problems.
36:12 In cross functional teams, sticking to lanes.
38:53 Embrace collaboration and diplomacy for success.
40:26 Smart professionals promoted to leadership roles, questioning suitability.
44:15 Found work through family influence and adaptability.
47:23 Experimenting with tech is now very accessible.
50:28 Family loves Audible, enjoys romance novel series.
55:23 Jennifer, thanks for the great digital transformation explanation.
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In this episode, Danny Maloney is going to lead you on a journey to explore how artificial intelligence is not just a fleeting novelty but a tool of immense utility that's changing the playing field for individuals and small businesses alike. Danny brings his passion for algorithmic innovation from his experiences as a data-loving youth to his leadership role at Tailwind, where they leverage AI to level the marketing playing field for small businesses.
Show Notes06:16 Early days of prevalent AI models, feedback loop.
08:37 Small businesses struggle with limited resources for marketing.
12:31 AI guides marketing decisions for faster success.
16:34 AI leader initiating internal discussions on AI's impact.
19:18 Experts experimenting, varying responses to AI capabilities.
23:43 Early phase of tech development and impact.
26:35 Tool Dingo ported from C# to Python.
29:47 Making prompt engineering unnecessary for average users.
31:39 Requested a specific image prompt and tested.
35:03 OpenAI developing GPT-5, creating internet frenzy.
38:58 Helping users personalize and develop voice technology.
43:24 Retro tech culture and its work ethic.
45:47 Chat GPT upsets media writers, AI creativity.
48:57 Digital journey ends with gratitude and encouragement.
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Welcome to show 357 of the Data Driven podcast! This week, we welcome Luke Diaz to the show.
Luke has an impressive track record of scaling startups to staggering annual recurring revenues, and today, he's here to shed light on the pivotal role of customer success in growing a business. We'll dive deep into the intricacies of customer success management, its impact on subscription models, and the measurements that underpin it. Luke also shares personal insights into his daily habit tracking and the data-driven approach to setting quarterly goals.
But that's not all â Luke opens up about his journey from being a hedge fund manager to making a name in the software industry, cultivating unyielding ambition, and the significance of customer feedback in lieu of venture capital insights.
Show Moments05:27 Marketing function has evolved, delivering value.
09:15 Companies need high retention to be successful.
13:34 Emphasizing the challenge of defining success in startups.
17:07 Analyze customer success, product strength, usage frequency.
20:01 Companies hesitant to invest in customer success.
24:38 VC interviews, cautionary tales, and relationship importance.
26:12 Caution to look at numbers in term sheets.
32:32 Entrepreneur achieves $100 million sale in 7 years.
34:13 Machine learning hype outweighs business value currently.
36:40 CSMs can upload public filings to chat GPT 4 for efficient reading.
39:47 Screenshots are simple, stable, and pervasively used.
43:34 Star Trek technology influencing modern innovations.
48:10 Recent recommended books on leadership and strategy.
50:22 Thank you to guest Luke Diaz, feedback appreciated.
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Today, we're thrilled to welcome a special guest, Jeremy Utley, an academic marvel from Stanford, whose work on AI and idea flows is altering the landscape of business and innovation. In this episode, titled âJeremy Utley on Getting the Most out of LLMsâ, we dive into Jeremy's FIXIT approach for leveraging Large Language Models (LLMs) such as ChatGPT.
Jeremy will unpack the nuances of FIXIT, showing us the importance of providing context, iterative interaction, and team incubation while using AI. We'll reminisce about how technology has evolved from cell phone minutes to AI, which is becoming as ubiquitous as smartphones once were.
Frank will voice concerns about the technical aspects, like token length, while agreeing with Jeremy's method. We'll examine why AI needs to be seen as a collaborative partner rather than a magical solution. Jeremy will shine a light on his book "IdeaFlow" and share his insights on the psychological barriers hindering the effective use of AI in practice.
Expect to hear anecdotal wisdom about the transformative impact of ChatGPT, the importance of prompt engineering, and the potential of AI to refine negotiation skills. Jeremy will even offer examples of how generative AI can offer fresh perspectives on personal and emotional decisions.
Donât forget Frankâs experiments with creating custom GPTs, such as for our character Bailey. Our lively discussion promises to leave you with a wealth of knowledge on interacting with and extracting maximum value from AI.
For all this and much more, stay tuned in as we journey through the possibilities and realities of AI as a tool for amplifying human capacity.
And before we kick things off, a quick reminder to check out Audible for the best in audiobooks, and please take a moment to rate and review Data Driven to help us grow and bring you content you love.
Now, without further ado, let's get data driven.
Show Notes00:00 "Idea flows: the only business metric that matters."
05:35 Striving for the best is essential.
06:46 Expert hesitations on using AI for knowledge.
11:27 Asking for help, ended up with an image.
14:41 Convince family to take job offer role-play.
16:08 Learning new skills and fostering imagination through technology.
19:54 Seek understanding from personal experiences and examples.
25:48 Keanu Reeves movie sparks philosophical wonder.
28:42 AI prompts emotional epiphanies for life decisions.
32:11 Accidental query on creating GPU prompts explanations.
36:08 Instructions for using voice mode during coaching.
39:50 Ease of use and utility in busy life.
43:18 Key to AI success: Team collaboration is essential.
47:07 Kids don't care about data plans.
50:45 Released groundbreaking technology; implications for all industries.
53:18 Excited to buy internet access for chat.
54:54 Jeremy Utley wows with innovation and wisdom.
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