• Home
  • Fresh Content
  • Courses
  • Resources
  • Podcast
  • Talks
  • Publications
  • Sponsorship
  • Testimonials
  • Contact
  • Menu

Jon Krohn

  • Home
  • Fresh Content
  • Courses
  • Resources
  • Podcast
  • Talks
  • Publications
  • Sponsorship
  • Testimonials
  • Contact
Jon Krohn

Frontier AI Agents for Data Science, with Sphinx’s Rohan Kodialam (Copy)

Added on November 7, 2025 by Jon Krohn.

Rohan Kodialam has raised $9.5m to have A.I. agents work alongside you in Jupyter Notebooks, working as fluently with data as ChatGPT does with language. Hear all about Sphinx in today's episode!

More on Rohan:

  • Founder/CEO of Sphinx.ai — you can check out their free tier right now.

  • Previously head of A.I. development in the data strategies group of Citadel.

  • Holds an M.Eng. in A.I. from the Massachusetts Institute of Technology.

Rohan is an exceptional speaker covering a fascinating topic so anyone might enjoy listening in but this episode will be particularly appealing to folks who work hands-on with data such as data scientists and analysts.

This episode was filmed live at Bessemer Venture Partners — thanks to Bhavik Nagda and Charles Birnbaum for hosting us! Videography by Eliana Alvarez Martinez.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Interview, Podcast, SuperDataScience, YouTube Tags superdatascience, data science, data analytics, jupyter, agents, AI

AI Catalyst: Enterprise Agent Deployments

Added on November 7, 2025 by Jon Krohn.

In two weeks, I'm hosting a special half-day event in the O'Reilly platform on "Agents in the Enterprise". The speakers — Sadie, Luca and Tony — are sensational, ensuring it'll be informative and fun :)

The full event title is "A.I. Catalyst: Enterprise Agent Deployments" and it'll be held on Tuesday November 18th at 9am PT / noon ET.

Here are the specific speakers/topics:

  1. Lightning AI CTO Luca Antiga will kick the event off by providing hands-on demos on how to deploy enterprise-grade multi-agent systems at scale — fast.

  2. Renowned data science instructor, serial entrepreneur and data-community builder Sadie St Lawrence will cover how executives, managers and practitioners alike can thrive in the new "A.I. era" of work.

  3. Tony Kipkemboi will detail how enterprises can operationalize multi-agent teams with tools like CrewAI.

There will be plenty of time for interactive Q&A with each of the speakers.

This event is produced by the learning-publishing giant Pearson and part of the "A.I. Catalyst" series I've been hosting in the O'Reilly platform for a couple of years now. Thanks to Debra Williams Cauley and Dayna Isley at Pearson in particular for creating and supporting this "A.I. Catalyst" special-event series.

Learn more / register here: learning.oreilly.com/live-events/ai-catalyst-enterprise-agent-deployments/0642572250188/

If you don't have access to the O'Reilly platform already, you can get a free 30-day trial with my code "SDSPOD25".

Tags pearson, oreilly, aiCatalyst, aiAgent, agenticAI, LLM, GenAI

The Two Types of Agentic Systems

Added on November 6, 2025 by Jon Krohn.

There are two types of agentic systems: workflows (simpler, safer) and agents proper (more capable but tougher to control). Hear more detail on this critical distinction in today's short video.

This clip was taken from a four-hour "Agentic A.I. Engineering" workshop that I delivered with Ed Donner (that has now been watched over 128,000 times on YouTube!)

Over the coming weeks, I'll continue to release more clips from the full workshop that explain additional discrete topics and, like today's video, I'll publish it in full on LinkedIn so you can enjoy it here if you prefer.

My agentic A.I. YouTube playlist that includes the other short clips and the full four-hour workshop.

In Data Science, Live Training, YouTube Tags AgenticAI, ai, agent, LLM, explainer

How to Design AI-First Products, with Marc Dupuis

Added on November 4, 2025 by Jon Krohn.

How can you glean business insights from your data 10x faster? With an "A.I.-First" analytics tool, of course! In today's episode, Fabi.ai CEO Marc Dupuis details A.I.-First Product Design.

Fabi is a Bay Area-based business-intelligence platform designed from scratch for accelerating productivity with A.I. models. It combines SQL, Python and clever automations into one platform so anyone can explore, discover and share data insights in real time. If it can do all that, do we even need data scientists anymore? Listen in and find out!

More on Fabi CEO Marc:

  • Having led analytics and AI teams, experienced firsthand how much time gets wasted on routine data tasks instead of solving meaningful problems.

  • During his time as an early product manager at Clari, Marc led the platform, analytics, and A.I. efforts, helping turn the company into a RevOps leader.

  • Holds a degree in electrical engineering from Villanova University and an MSc in neurotechnology from Imperial College London.

Today's episode will be particularly appealing to anyone who works with data (e.g., data analysts, scientists) as well as anyone who wants to design A.I.-native products.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Computer Science, Data Science, YouTube, SuperDataScience, Podcast Tags superdatascience, data analytics, data science, ai, product, aiFirst, aiNative

LLMs Are Delighted to Help Phishing Scams

Added on October 31, 2025 by Jon Krohn.

Reuters recently tested 6 major LLMs (Grok, ChatGPT, Meta AI, Claude, DeepSeek, Gemini) to assess whether they'd create phishing content... with minor prompt adjustments, 4 out of 6 complied — yikes!

THE INVESTIGATION

Reporters from Reuters requested phishing emails targeting elderly people, fake IRS/bank messages, and tactical scam advice.

THE RESULTS

• Despite initial refusals across the board, relatively simple prompt modifications bypassed safety guardrails.

• Grok, for example, generated a fake charity phishing email targeting the elderly with urgency tactics like "Click now to act before it's too late!"

• When tested on 100 California seniors, the A.I.-generated messages successfully persuaded people to click on malicious links, often because messages seemed urgent or familiar.

REAL-WORLD IMPACT

• The FBI reports phishing is the #1 cybercrime in the U.S., with billions of messages sent daily.

• BMO Bank, as one corporate example, currently blocks 150,000-200,000 phishing emails per month targeting employees... a representative says the problem is escalating: "The numbers never go down, they only go up."

• Cybersecurity experts state criminals are already using A.I. for faster, more sophisticated phishing campaigns.

IMPLICATIONS FOR THOSE OF US IN THE AI INDUSTRY

• LLM misuse is an industry-wide challenge affecting all major frontier labs.

• Reveals fundamental tension between making AI "helpful" vs. "harmless", highlighting the need for more robust safety guardrails across AI systems.

KEY TAKEAWAYS

• For A.I. Builders: Keep security implications front and center when developing applications.

• For users: The same LLMs that helps you write emails can help bad actors craft convincing scams... stay vigilant and educate vulnerable populations (e.g., seniors) about A.I.-enhanced phishing threats. They're only going to get more and more compelling and frequent.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Five-Minute Friday, SuperDataScience, YouTube, Podcast Tags superdatascience, ai, aiScam, phishing, LLM, LLMs, generativeai

See You at Web Summit 2025

Added on October 29, 2025 by Jon Krohn.

Looking forward to returning to Lisbon for Web Summit from Nov 10 to 13. See you there? Here's what I'll be up to:

  • Tue Nov 11 at 11:30am: I'll be hosting a "Beyond the Stage" Meetup for founders and execs on successful Agentic A.I. projects (at Meetup Location 2).

  • Tue Nov 11 at 3pm: I'll be a judge in the "Startup Pitch" competition (on Stage 9).

  • Wed Nov 12 from 1:20pm to 4pm: I'll be emceeing the Developer Summit stage, including providing a talk on Agentic A.I. to open up the afternoon session.

  • Thu Nov 13: I'll be providing one-to-one guidance to tech startups on scaling effectively (time and location TBC).

In Data Science, Personal Improvement, Professional Development Tags websummit, websummit2025, lisbon, ai, agenticAI, startups

Global Issues Accelerated by AI (with Solutions), feat. Stephanie Hare

Added on October 28, 2025 by Jon Krohn.

Exciting day: Today's episode with tech researcher, broadcaster and author Dr Stephanie Hare is our first with video on Spotify! Enjoy our discussion on A.I. ethics with a globally renowned expert on the topic.

More on Dr. Hare:

• Co-presents the show “Artificial Intelligence: Decoded” on BBC television and contributes to the BBC World Service.

• Her first book, "Technology Is Not Neutral: A Short Guide to Technology Ethics", was named a Financial Times Best Technology Book of summer 2022.

• Her writing has featured in The Washington Post, The Guardian, the Harvard Business Review and many more prestigious venues.

• Worked at Accenture, Palantir Technologies and Oxford Analytica.

• Held the Alistair Horne Visiting Fellowship at St Antony's College, University of Oxford.

• Holds a PhD from the The London School of Economics and Political Science (LSE).

Today's episode is accessible to any interested listener; no particular expert background is required.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Interview, Podcast, SuperDataScience, YouTube Tags superdatascience, ai, aiEthics, TechEthics, technology, broadcaster

Is AI Replacing Junior Workers?

Added on October 24, 2025 by Jon Krohn.

Data are beginning to show that entry-level workers are being replaced by AI. There is, however, a clear path forward for junior workers feeling the pinch! Read on:

Read More
In Data Science, Five-Minute Friday, Podcast, SuperDataScience, YouTube Tags superdatascience, ai, automation, juniorworkers, entryleveljobs

Guest Co-Host of Last Week in A.I., Episode #222

Added on October 23, 2025 by Jon Krohn.

The only podcast I listen to is "Last Week in AI". I was therefore delighted to return as co-host of the weekly news show in the most recent episode, #222. In an action-packed episode, we covered:

  • OpenAI's Sora 2 for text-to-video generation.

  • Anthropic's Claude Sonnet 4.5 (with its particular strengths in coding and agentic tasks).

  • Meta's new AI-video creation feature and its new "Meta AI" app.

  • A number of exciting new academic papers.

  • California’s SB 53, the "Transparency in Frontier AI Act", has become law, requiring large AI companies to disclose safety and security processes, while SB 942 mandates AI detection tools for user-generated content.

  • And much more... including battles over intellectual property, startup funding, and the integration of AI into everyday tools and services like Microsoft’s AI agents for Word, Excel, and PowerPoint.

Thanks again Andrey Kurenkov and Jeremie Harris for having me on!

See here for free access to the full 90-minute episode.

In Data Science, Interview, Podcast, YouTube Tags lastweekinAI, ai, machinelearning, AInews, podcast

Future-Proofing Your Career in the AI Era, feat. Sheamus McGovern

Added on October 21, 2025 by Jon Krohn.

Feel like A.I. is transforming your role so rapidly you can't keep up? Fear no more! Today, Sheamus McGovern — founder of the world's biggest data-science conference — has solutions for you.

More on Sheamus:

  • Ten years ago founded the world-leading Open Data Science Conference (ODSC) — don't miss ODSC AI West in San Francisco next week!

  • Also serves as Venture Partner and Head of A.I. at Cortical Ventures.

  • Prior to ODSC, was a data engineer, software architect and A.I. expert., particularly in finance, including quant hedge funds.

  • Holds an electrical engineering degree from Northeastern University and a graduate computer science degree from Boston University.

Today's episode is accessible to anyone keen to thrive in the A.I. era. Hands-on practitioners like data scientists, software developers and A.I. engineers will find it particularly valuable.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Podcast, SuperDataScience, YouTube, Interview Tags superdatascience, datascience, ai, career, aicareer, skills, aiskills

Should You Build or Buy Your AI Solution? With Larissa Schneider

Added on October 17, 2025 by Jon Krohn.

Larissa Schneider's startup Unframe AI has raised $50m to bring A.I. solutions to businesses of all sizes. In today's wildly informative episode, she reveals exactly when you should build versus buy A.I.

More on Larissa:

  • Co-Founder and COO of Unframe, leading global strategy and operations.

  • Decade of experience in enterprise tech, having driven strategic growth and partnerships for fast-scaling organizations through IPO and M&A.

Today's episode is an exceptional one that you shouldn't miss! Whatever your role, if you are interested in building commercially successful A.I. systems, you will be delighted you did.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Interview, Podcast, SuperDataScience, YouTube Tags superdatascience, ai, EnterpriseAI, commericalAI, AI startup, podcast

How We 10X'd Our Podcast's YouTube Watch Time in 3 Months

Added on October 15, 2025 by Jon Krohn.

Today, my podcast's YouTube hit 100,000 subscribers. I'm way more excited, however, about this chart: We 10X'ed our watch time from ~100 hours per day to >1000 hours per day in 3 months. Here's how:

Read More
In Podcast, SuperDataScience Tags superdatascience, podcast, machine learning, ai, data science

Boost Your Profits with Mathematical Optimization, feat. Jerry Yurchisin

Added on October 14, 2025 by Jon Krohn.

Mathematical Optimization (unlike A.I., Machine Learning or Statistics!) is *uniquely* capable of solving real-world problems like maximizing profit. In today's episode, guru Jerome Yurchisin explains how.

More on Jerry:

• Over a decade of experience in operations research and data science.

• Specializes in enhancing commercial/industrial decision-making.

• Before joining Gurobi Optimization, worked in consulting (OnLocation and Booz Allen Hamilton).

• Prior to that, taught math at the University of North Carolina at Chapel Hill.

Today's episode will be particularly appealing to hands-on practitioners but, leveraging his extensive education background, Jerry excels at explaining complex topics so anyone looking to understand how Mathematical Optimization can make your business more profitable should listen in.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Interview, Podcast, SuperDataScience, YouTube Tags superdatascience, optimization, math, Mathematical Optimization, gurobi

In Case You Missed It in September 2025

Added on October 13, 2025 by Jon Krohn.

The guests we had on my show in September were *extra* extraordinary. ICYMI, today's episode highlights the best parts of my convos with them:

1. Aurélien Géron, the bestselling ML author of all time, on why AGI may resist human control.

2. Shirish Gupta and Ishan Shah on how to make an A.I. hardware purchase that will still be relevant five years from now.

3. Renowned University of Oxford economics professor Carl Benedikt Frey on whether A.I. could allow for a billion-dollar company with a single employee.

4. David Loker on how CodeRabbit makes A.I. code-reviews more secure than with humans alone.

5. Graph guru Amy Hodler on the future of graph networks, including causal and multimodal functionality.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Five-Minute Friday, Interview, Podcast, SuperDataScience, YouTube Tags superdatascience, datascience, machine learning, ai, podcast

Dragon Hatchling: The Missing Link Between Transformers and the Brain, with Adrian Kosowski

Added on October 8, 2025 by Jon Krohn.

What do dragons, macarons and potato latkes have in common? They've sparked a revolutionary model that's poised to replace the Transformer. Today, Adrian Kosowski reveals this big breakthrough.

Adrian:

• Chief Scientific Officer and co-founder of Pathway.

• Theoretical computer scientist, quantum physicist and mathematician.

• Earned his PhD at 20 years old and went on to serve as a tenured researcher at Inria at 23 and associate professor at École Polytechnique.

• Has authored more than 100 scientific papers spanning graph algorithms, distributed systems, quantum information and A.I.

In today's highly technical episode, Adrian demonstrates how the Pathway team have brought devised the Baby Dragon Hatching (BDH) architecture, thereby allowing attention in LLMs to function more like the way the biological brain functions. This is revolutionary because (relative to the today-ubiquitous Transformer architecture) BDH allows:

• Reasoning to be generalized across more complex and extended reasoning patterns, approximating a more human-like approach to problem-solving.

• Saving time/compute/money through sparse activation at inference time.

• Allowing for more interpretability.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Interview, Podcast, SuperDataScience, YouTube Tags superdatascience, ai, llm, transformer, bdh, pathway

The “Lethal Trifecta”: Can AI Agents Ever Be Safe?

Added on October 3, 2025 by Jon Krohn.

The "Lethal Trifecta": There are three factors in agentic A.I. systems that may mean they will never be safe in production. I summarize them and provide potential solutions below.

Read More
In Five-Minute Friday, Data Science, Podcast, SuperDataScience, YouTube Tags superdatascience, ai, AgenticAI, lethaltrifecta, llm

What is an "AI Agent"? Explained in 90 Seconds

Added on October 2, 2025 by Jon Krohn.

What is an "A.I. Agent" anyway? In today's 90-second video, I quickly and concretely explain.

This video clip was taken from a four-hour "Agentic A.I. Engineering" workshop that I delivered with Ed Donner... indeed, the slides I present in this clip were created by Ed!

Over the coming weeks, I'll release more clips from the full workshop that quickly explain additional discrete topics.

See here for a (today still quite short!) agentic A.I. YouTube playlist that includes the full four-hour workshop if you're interested in checking that out.

In Data Science, YouTube Tags AgenticAI, AIagent, ai, agent, LLM, LLMs, GenAI, explainer, video

Automating Code Review with AI, feat. CodeRabbit’s David Loker

Added on September 30, 2025 by Jon Krohn.

Today, enjoy hearing from the super-intelligent engineer David Loker on how A.I. transforming software development by dramatically accelerating code reviews and automatically improving code bases. It's a great one!

(He also, like me, is a big fan of GPT-5... hear why later in the episode.)

More on David:

• Director of A.I. at CodeRabbit (who've raised $88m in venture capital including a $60m Series B a couple weeks ago, congrats!)

• Previously Lead Data Scientist, ML Engineer and Senior Software Engineer at firms like Netflix and Amazon.

• Holds a Master of Mathematics in Computer Science from the University of Waterloo.

Today's episode will be particularly appealing to software developers and other hands-on practitioners (data scientists, ML engineers, etc.) but David is an outstanding communicator of complex info so any interested listener will enjoy it.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Interview, Podcast, SuperDataScience, YouTube Tags superdatascience, ai, generativeai, LLMs, CodeReview, software

AI is Disrupting the Legal Industry: Are Paralegals Doomed?

Added on September 26, 2025 by Jon Krohn.

In recent months, I had popular episodes on how A.I. is automating and disrupting the advertising and journalism industries. Today, I'm giving the legal profession the treatment.

Read More
In Data Science, Five-Minute Friday, Podcast, SuperDataScience, YouTube Tags superdatascience, ai, Automation, law, LegalAI, lawyer, paralegal

LLMs, Agentic AI & Blackmail with Jon Krohn

Added on September 25, 2025 by Jon Krohn.

Name a podcast host more charismatic than Modern CTO's Joel Beasley! I appeared on his show to detail how Agentic A.I. is transforming enterprises and was laughing all the way through.

In a bit more detail, we discussed:

• The difference between LLMs and Agentic A.I.

• How businesses can get an ROI from A.I.

• Why understanding AI misalignment is crucial for future implementations.

• My new consulting firm, Y Carrot, which specializes in creating and deploying bespoke A.I. software for enterprises.

Listen to or watch the full episode here: moderncto.io/jon-krohn-2/

In Podcast, Interview, YouTube Tags ai, agenticAI, enterpriseAI, LLMs, consulting, ycarrot, moderncto
Older Posts →
Back to Top