Jeffrey: Base model AI startups struggle most bridging research to product
Corey Jeffrey · Building High-Growth Tech Ventures in the AI Era with Kory Jeffrey of Inovia Capital · Aug 27, 2026 · at 16:17
Corey Jeffrey of Inovia Capital discusses the primary challenges and requirements for base model AI startups compared to application-layer ventures.
0:00 / 0:33exact quote · 33.2s
720p mp4 · rendered on demand · StarZero watermark
“And then on the model side, you're looking for like world expert, reinforcement learning people who have a scientific insight on something that what you're really trying to find there is how you compare the researcher's intuition With like product thinking and being able to bring it to market because that gap is really, really hard. And those companies raise an eye watering amount of money and burn and I like we're in some of those and you know, that's, that can be a really tough game, but the gap there is often product thinking.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Corey Jeffrey
Jeffrey: Next-gen AI labs are seeing $12B valuations at napkin stage
“I've seen back of the napkin Back of the napkin ideas of next gen tier one, AI labs that are valued at twelve billion dollars, starting with two billion of cash and are definitely going to raise again in 18 months, you know, to buy now.”
Jeffrey: AI automating routine tasks causes burnout through nonstop cognitive load
“When in computer science, often you'll hear people say like, hey, like maybe I'm a system design architect, right? And I, my job is to think about like what the big distributed system is going to look like in Google search. Well, you don't spend every minute o…”
Jeffrey: AI-supercharged humans, not autonomous machines, will drive job displacement
“And this is gonna be true of your job, my job, everybody's job in the future is like, You take an individual and you make them 10 times faster, a hundred times faster, whatever it is, it's that person that starts to eat up the world of jobs, not like the machi…”
Jeffrey: AI will not reduce code volume, just make code disposable
“There isn't going to be less code. The code just becomes less valuable throw away.”