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When Data Stops Being Code and Starts Being Conversation
Mark Brocato built Mockaroo—the tool that taught millions of developers how to fake data. Now, as Head of Engineering at Tonic.ai, he's building the AI agent that's making his own creation obsolete. In this episode, we explore why static test data can't survive the AI era, what it means to "negotiate" datasets with an agent instead of scripting them, and whether we're heading toward a future where sandbox environments vanish entirely. Video https://youtu.be/um2BdQDTV3s Podcast https://datascienceathome.com/when-data-stops-being-code-and-starts-being-conversation-ep-297/
AGI: The Dream We Should Never Reach
Two AI experts who actually love the technology explain why chasing AGI might be the worst thing for AI's future—and why the current hype cycle could kill the field we're trying to save. Full episode here https://www.youtube.com/watch?v=vNorPH_OPqU
0 likes • Dec '25
Hey Michael, thanks for the message. Well, some forms of hypes are genuine and useful to pave the way to more mature states of the same tech. Unfortunately I don't see that happening for this type of AI. This hype is just toxic and perpetrated by people and marketeers who barely know what AI truly is (e.g. Sam Altman), just for the sake of profit. The fact that majority of people think AI and chatGPT are two interchangeble terms, says it a lot about the state of the hype I mention here and the perception about the technology. And no, that is not democratization at all. Democratizing a technology has nothing to do with dumbing it down to something that has to be sold for 20 bucks per month (and still capable of losing money).
CEO is obsolete
So here’s the thing that’s been keeping me up at night, and it’s absolutely hilarious when you think about it: every time some executive in a $3,000 suit gets on stage and talks about “AI transformation” and “workforce optimization,” what they really mean is “we’re going to fire a bunch of workers and replace them with algorithms.” What if they were describing their own job? Read the full thing at https://defragzone.substack.com/p/ceo-is-obsolete
CEO is obsolete
0 likes • Dec '25
@Michael Millward happy to be part of it on an episode ;) let me know how that works
AI Isn’t Free
Open models. Closed machines. That’s the real power stack of modern AI Check my latest confession https://youtu.be/MaaAdtWwFuc?si=LcfxePAAK_gOqRUZ Follow more at datascienceathome.com Subscribe: defragzone.substack.com
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Don't get fooled by AI. Not again.
If you’ve been around tech long enough to remember when your LinkedIn feed turned into a blockchain-infused carnival, you are about to experience a déjà vu. As software engineer and tech dude, I’ve lived through both hype cycles. And today, watching the AI frenzy, I keep asking myself: Did we learn anything at all?Spoiler: No. Absolutely not. https://defragzone.substack.com/p/ai-is-the-new-blockchain
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Francesco Gadaleta
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42points to level up
@francesco-gadaleta-4922
Founder of Amethix and Intrepid AI | Host of Data Science at Home Podcast - Cutting through AI bulls*t

Active 40d ago
Joined Nov 21, 2025
Brussels