Topic
Nate B. Jones
7 facts from 1 episode, in date order. These are what speakers said on the shows, each linked to the moment it was said. They aren't independently verified.
2026
Nate B. Jones says that under a fixed budget, teams can get roughly 80 to 90 percent of the value without a frontier model, at much lower cost.
“you can get 80 or 90 of that value without the frontier model these days, and you get a tremendous cost savings.”
Nate B. Jones · Why Your Enterprise AI Pilot Won't Scale (with Nate B. Jones), 0:43:12
2026
Nate B. Jones says a major shift in agentic tool use occurred in January.
“I have talked about the transformation we experienced in January around agentic tool use and how huge that is.”
Nate B. Jones · Why Your Enterprise AI Pilot Won't Scale (with Nate B. Jones), 0:06:42
2026
Nate B. Jones says a model's habit of repeatedly checking its work results from lab efforts to reduce hallucinations.
“If you have been annoyed by 5.6 soul talking to you a lot about checking its work, well, that's what they're doing to deal with hallucinations”
Nate B. Jones · Why Your Enterprise AI Pilot Won't Scale (with Nate B. Jones), 0:49:12
2026
Nate B. Jones says AI models have recently brought a large increase in attack capabilities, so enterprises should invest in cyber defense.
“you have a tremendous scale up in attack capabilities for these models.”
Nate B. Jones · Why Your Enterprise AI Pilot Won't Scale (with Nate B. Jones), 0:51:36
2026
Nate B. Jones says the time between AI model releases keeps getting shorter.
“the time between model releases is continuing to get shorter.”
Nate B. Jones · Why Your Enterprise AI Pilot Won't Scale (with Nate B. Jones), 0:35:09
Undated
Nate B. Jones estimates enterprise AI adoption is about 20 percent a technology problem and 80 percent a people problem.
“it's about 20 a technology problem and 80 a people problem, uh, which is sort of the reverse of what a lot of people expect”
Nate B. Jones · Why Your Enterprise AI Pilot Won't Scale (with Nate B. Jones), 0:03:42
Undated
Nate B. Jones says data is the technical issue that most often prevents AI initiatives from succeeding.
“the technical issue that comes up most often that prevents these pilots, these initiatives from succeeding, is data.”
Nate B. Jones · Why Your Enterprise AI Pilot Won't Scale (with Nate B. Jones), 0:08:50