Data Driven

By: Data Driven
  • Summary

  • Data Driven: the podcast where we explore the emerging field of Data Science. We bring the best minds in Data, Software Engineering, Machine Learning, and Artificial Intelligence right to you every Tuesday. The field of data science mashes up the worlds of statistics, database architecture and software engineering. Data Scientist has been labelled by the Harvard Business Review, as "the sexiest job of the 21st century." A quick search of job search sites reveal that this field is in high demand. In a world where Data is the new Oil, Data Science the new Refineries, consider this Car Talk for the Data Age. Every week we bring the best minds in this emerging field straight to you. Our goal is to educate and inspire our listeners so that they can be prepared to thrive in a Data Driven world.
    Copyright 2024 Data Driven
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Episodes
  • Kevin Latchford on the Security Risks of Large Language Models
    Jul 24 2024

    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 Notes

    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.

    About the Speaker

    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.

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    38 mins
  • Dr Yossi Keshet on Decoding Speech, AI, Morality, and the Future
    Jul 1 2024

    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.


    Show Notes

    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.

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    54 mins
  • Aviad Harell's Insights on Tech, AI, and Venture Capital
    Jun 20 2024

    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 Notes

    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.

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    52 mins

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