Vijay Krishnan, co-founder of Turing, discusses enterprise AI strategy and why building lightweight agentic applications on top of frontier models beats training custom models for most businesses.
“And very often we do find that the right kind of agentic products built on top of existing models is the right high ROI decision for most enterprises.”
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More from Vijay Krishnan
Opinion
Krishnan: OpenAI, Anthropic, and Google models are within a hair's breadth of parity
“I do think these you know, models of OpenAI, Anthropic, Google have definitely gotten to the point where they are within a sort of hair's breadth of each other, ultimately. Yes, there are the, in domain A, one model might be better, in domain B, the other mode…”
Vijay KrishnanJul 31, 2026▶ 7:41The Man Training GPT, Gemini & Claude Reveals What's Coming Next | Vijay Krishnan, Turing
Insight
Krishnan: End-to-End Outcome Startups Benefit from Smarter Frontier Models
“Now, when you're doing this kind of end-to-end thing, you are less likely to get disrupted. In fact, if you know, if anything, if the if the cloud models or codex or even Gemini models or any of these other models get a lot better at coding, these people only …”
Vijay KrishnanJul 31, 2026▶ 22:55The Man Training GPT, Gemini & Claude Reveals What's Coming Next | Vijay Krishnan, Turing
Insight
Krishnan: Rapid growth and 10x product improvements trump AI defensibility
“The number one thing before you know, you get into defensibilities, make sure that whatever it is you're building is is was impossible to build four years ago. Make sure, you know, it is a 10 X or a hundred X better than the status quo. Make sure that it has a…”
Vijay KrishnanJul 31, 2026▶ 24:44The Man Training GPT, Gemini & Claude Reveals What's Coming Next | Vijay Krishnan, Turing
AssertionNot checkable as stated
Krishnan: Engineers at many companies have not written code in six months
“There are so many companies now where software engineers have not had to write a single line of code in say more than six months, which is I mean, quite unprecedented, right?”
Vijay KrishnanJul 31, 2026▶ 30:27The Man Training GPT, Gemini & Claude Reveals What's Coming Next | Vijay Krishnan, Turing
PredictionNot checkable as stated
Krishnan: AI will reach coding-level trust in law and taxes in 1-2 years
“Definitely. This is not the case with the law and a number of other law or taxes and a number of other things, but it's only a matter of time. I think the models will get there in the next probably year or two.”
Vijay KrishnanJul 31, 2026▶ 32:07The Man Training GPT, Gemini & Claude Reveals What's Coming Next | Vijay Krishnan, Turing
Disclosure
Krishnan: Prediction of a 10x AI-driven startup surge was wrong
“One prediction on way on which I, I'm just, I turned out to be wrong was I would have expected this kind of productivity gains to come all the way on the stack along the stack. Like I would have expected that, for example, the number of let's say good venture …”
Vijay KrishnanJul 31, 2026▶ 38:37The Man Training GPT, Gemini & Claude Reveals What's Coming Next | Vijay Krishnan, Turing
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