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.

07:32 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.

• PSAI (PowerShell AI module): https://github.com/dfinke/PSAI
• PSWeave (PowerShell module bringing OpenAI's GPT): https://github.com/dfinke/PSWeave
• ImportExcel (PowerShell module to import/export Excel spreadsheets): https://github.com/dfinke/ImportExcel
• New York PowerShell Meetup: Meetup https://www.meetup.com/nycpowershellmeetup/

In this episode, we delve into Frank’s new role at Red Hat, where he’s 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 life’s 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!

04:08 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.

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!

03:47 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

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.

05:04 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.

Kevin 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 you’re 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 it’s too late!

In this episode, we explore linguistic and cultural influences on language with Dr. Yossi Keshet—a 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.

05:26 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 you’re 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 it’s too late!

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."

04:56 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 you’re 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 it’s too late!

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".

Let 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!

03:54 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 you’re 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 it’s too late!

In today’s 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. DiGangi’s 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.

00:00 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.