Super Data Science: ML & AI Podcast with Jon Krohn
Jon Krohn
The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast. As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact.Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy.We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.
Episodes
Mentioned books
Oct 31, 2025 • 5min
936: LLMs Are Delighted to Help Phishing Scams
How much power – and risk – do we carry around with us in our pockets? A Reuters investigation about how easily LLMs can be utilized for online phishing scams is the subject of this week’s Five-Minute Friday with Jon Krohn. By asking six of the most popular LLMs (Grok, ChatGPT, Meta AI, Claude, DeepSeek and Gemini) to generate phishing emails specifically targeting elderly people, Reuters found the safety sometimes severely lacking in the models. Listen to the episode to hear Jon quantify this problem with real-world examples, why mere content warnings in LLM models don’t work, and the troubling results of the phishing requests.
Additional materials: www.superdatascience.com/936
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
Oct 28, 2025 • 1h 17min
935: Global Issues Accelerated by AI (with Solutions), feat. Stephanie Hare
Jon Krohn speaks to researcher, broadcaster and author Stephanie Hare about how the Hippocratic Oath might apply to artificial intelligence, and a guiding ethos for pushing innovation while protecting users from harm. A code of conduct, she says, could be one approach to ensuring that people are using technology more mindfully and ethically, as well as an opportunity for users to feel that they belong to a wider, global community. Although she sympathizes with people concerned by overregulation undermining innovation, Stephanie also notes that we expect certain standards to be met elsewhere, such as vehicle and drug safety, as well as fair journalistic practices. As Stephanie explains, we need to find a realistic middle ground between innovation and regulation.
This episode is brought to you by the Dell, by Intel, by Fabi and by Gurobi.
Additional materials: www.superdatascience.com/935
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
(01:23) What ‘technology ethics’ is
(14:46) Developing a Hippocratic Oath for tech
(42:32) How to protect against sensationalism
(53:38) How to maintain a balance of growth and infrastructure
Oct 24, 2025 • 7min
934: Is AI Replacing Junior Workers?
With the number of jobs dramatically slowing in the last year, many question if this decline is down to companies turning to AI for completing entry-level tasks in particular. Research published earlier this month by Yale University shows no major difference in the types of roles and tasks in so-called `white-collar jobs` since late 2022, an auspicious date that coincides with the launch of ChatGPT. In this week‘s Five-Minute Friday, host Jon Krohn discusses if and when AI will undercut junior-level jobs, particularly in the US.
Additional materials: www.superdatascience.com/934
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
Oct 21, 2025 • 1h 15min
933: Future-Proofing Your Career in the AI Era, feat. Sheamus McGovern
Sheamus McGovern, CEO of Open Data Science, takes Jon Krohn and his listeners on a journey to launching his popular data science and AI conference, now in its tenth year, as well as the great shifts to the fields that he has seen on the way. For Seamus, the growth of his Open Data Science Conference has shown him that an AI engineer is just the beginning of several roles that will emerge from the industry. He asks Jon to consider the breadth of tasks demanded of today’s engineers, from data profiling and transformation to feature engineering, hyper-parameter tuning, and model deployments. Just as the AI engineer emerged from the data scientist role, Seamus expects the industry to respond to the broadening range of projects and tools with new, niche, and dynamic job roles.
This episode is brought to you by the Trainium2, the latest AI chip from AWS, by Gurobi, by Dell and by Intel.
Additional materials: www.superdatascience.com/933
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
(02:50) Why Seamus started ODSC
(18:27) The differences in AI engineers and data scientists
(24:20) How to keep up with AI’s rapid pace
(33:51) How people hire for AI orchestration
(46:26) How companies can get team skillsets right
Oct 17, 2025 • 29min
932: Should You Build or Buy Your AI Solution? With Larissa Schneider
Larissa Schneider speaks to Jon Krohn in this Feature Friday about finding the right time to invest in AI solutions, and when it’s better to build them yourself. She discusses her work leading global strategy and operations at Unframe, and how they raised $50 million in venture capital since the company’s launch in March 2025.
Additional materials: www.superdatascience.com/932
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
Oct 14, 2025 • 1h 13min
931: Boost Your Profits with Mathematical Optimization, feat. Jerry Yurchisin
AI predictions, and how to act on them: Data Science Strategist at Gurobi, Jerry Yurchisin, speaks to Jon Krohn about how mathematical optimization helps enterprises automate decisions for business success and where to find the resources to make it happen.
This episode is brought to you by the ODSC, the Open Data Science Conference, by Fabi, by Dell, and by Intel.
Additional materials: www.superdatascience.com/931
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
(02:34) What mathematical optimization is
(13:58) How to get started with mathematical optimization
(45:56) Gurobi’s use cases
(56:29) Quantum computing and mathematical optimization
Oct 10, 2025 • 37min
930: In Case You Missed It in September 2025
Jon Krohn’s highlights from this month of interviews focus on ways to future-proof your career, looking at the hardware that will get you the most mileage, the emerging roles that are well worth a look, and the developments in AI that will endure in a field constantly testing the durability of its own breakthroughs.
Additional materials: www.superdatascience.com/930
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
Oct 7, 2025 • 1h 14min
929: Dragon Hatchling: The Missing Link Between Transformers and the Brain, with Adrian Kosowski
Breaking news: Jon Krohn welcomes Adrian Kosowski to the show to talk about the groundbreaking research happening at Pathway. Adrian and his team demonstrate how they have brought attention in AI closer to the way the brain functions, creating, in essence, a “massively parallel system of [artificial] neurons” that communicate with one another and exhibit properties similar to natural neurons. The goal is to move beyond the current limitations of transformers, where reasoning can be generalized across more complex and extended reasoning patterns, approximating a more human-like approach to problem-solving.
This episode is brought to you by the Trainium2, the latest AI chip from AWS, by Dell, by Intel, by and Gurobi.
Additional materials: www.superdatascience.com/929
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
(01:27) Pathway’s ground-breaking new biologically inspired architecture
(20:40) Limitless context windows
(34:39) BDH architecture as positive space
(53:11) Building multilingual models
(1:01:07) How to access the BDH architecture
Oct 3, 2025 • 6min
928: The “Lethal Trifecta”: Can AI Agents Ever Be Safe?
Prompt injections, malicious code, and AI agents: In this week’s Five-Minute Friday, Jon Krohn looks into the current security weaknesses found in AI systems. A structural vulnerability that The Economist dubs a “lethal trifecta” could cause havoc for AI users, unless we take the necessary steps to contain our systems.
Additional materials: www.superdatascience.com/928
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
Sep 30, 2025 • 1h 19min
927: Automating Code Review with AI, feat. CodeRabbit’s David Loker
Earlier this year, David Loker joined CodeRabbit as their Director of AI. As more people come to write code with the help of large language models, David believes CodeRabbit will become a helpful assistant for code reviewing and pull requests. He tells Jon Krohn how CodeRabbit assists developers with real-time feedback, as well as the reality of vibe coding, the optimization challenges of agentic AI, and other pressing questions in AI and tech.
This episode is brought to you by the Dell, by Intel, by Gurobi and by ODSC, the Open Data Science Conference.
Additional materials: www.superdatascience.com/927
Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.
In this episode you will learn:
(01:26) How CodeRabbit helps with coding
(17:30) Context engineering in context
(40:40) How CodeRabbit keeps data secure
(46:10) David’s thoughts on “vibe coding”
(1:03:04) If machines will ever be truly creative
