synthetic data

3 statements across 2 episodes · 2 bullish · 1 bearish · 2 people on the record · first statement Jun 9, 2026 by Vamshi Ambati · across every show →

Everything said about synthetic data, oldest first

Jun 9, 2026 positive
Insight
Ambati: Monthly AI model churn is fueled by synthetic data loops
“Every month, if you will, there is a new model, right? That's beating the old model, and visibly adopted already, and people are moving to the new models and the data is just flowing, like you're generating data, you're sort of getting access to new data creat…”
Vamshi Ambati Jun 9, 2026 ▶ 5:24 94% CAGR: What the Inference Boom means for your AI costs | Vamshi Ambati
Jul 31, 2026 positive
Insight
Krishnan: Human-designed prompt and auto-verifier tuples maximize synthetic training data ROI
“The, this method is the one, I think, which has a lot of legs in the, particularly the more you can operate in this particular paradigm of prompt and then these rule or rubric based verifier tuples. The, that is a very nice way for sort of creating synthetic d…”
Vijay Krishnan Jul 31, 2026 ▶ 48:19 The Man Training GPT, Gemini & Claude Reveals What's Coming Next | Vijay Krishnan, Turing
Jul 31, 2026 negative
Insight
Krishnan: Purely model-generated synthetic data hits a wall without human feedback
“There is also, I think, limits to how much value can be added there because ultimately there is just not too much new information. If you're telling the model itself to kind of generate, yeah, There is a, I mean, there's all sorts of things about how beyond th…”
Vijay Krishnan Jul 31, 2026 ▶ 44:14 The Man Training GPT, Gemini & Claude Reveals What's Coming Next | Vijay Krishnan, Turing
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