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Lin Qiao

22 statements across 1 episodes · 14 bullish · 4 bearish · 2 people on the record · first statement Jul 20, 2026 by Lin Qiao · said 21 times in 9 episodes since 2024 · across every show →

On the record as a speaker too: Lin Qiao's record, appearances and statements → this page counts the times other people say the name.

Mentions by year

brought up most by Harry Stebbings (20), Eric Vishria (1)

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001.342.58202420252026episodesmentions per episode
2026 20 mentions in 8 episodes 3 per episode
2024 1 mention in 1 episode

every mention, scene by scene, with the transcript →

Everything said about Lin Qiao, oldest first

Jul 20, 2026 bullish
Prediction Not checkable as stated
Lin Qiao: AI future will feature millions of specialized models, not AGI
“I really believe the future will not be a few small number of AGI models dominating the world. I really believe the future will be, it may be scary, but I think that's true, it will be millions of specialized models, one per application, per use case.”
Lin Qiao Jul 20, 2026 ▶ 20:59 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 positive
Assertion Supported
Fireworks hired former Salesforce president George Hu
“Lin just hired George Hu. He was the former president of Salesforce.”
Harry Stebbings Jul 20, 2026 ▶ 1:01 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 bullish
Prediction Not checkable as stated
Lin Qiao: The future of AI is private, specialized intelligence
“We believe the future of the frontier of the intelligence, actually private intelligence, our specialized intelligence.”
Lin Qiao Jul 20, 2026 ▶ 5:22 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 positive
Insight
Lin Qiao: AI coding models have eliminated software implementation as a competitive barrier
“In the past, it requires tens of very strong product engineers and PMs to convert from idea to implementation to production scale. Multiple quarters of years of investment. That's a deep mode. And today, one person, a few weeks, can possibly launch their ideas…”
Lin Qiao Jul 20, 2026 ▶ 23:33 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 negative
Prediction Not checkable as stated
Lin Qiao: Enterprise data will never be shared with third parties
“It will never get shared with anyone else because this is company's proprietary IP.”
Lin Qiao Jul 20, 2026 ▶ 5:02 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 bullish
Prediction Open · timeframe Jul 2029
Lin Qiao: AI token costs will drop 10x in three years, driving 100x usage
“I do think the cost of token will go down drastically. 10 X cost reduction in the next three years, and this 10 X cost reduction will drive a hundred X usage.”
Lin Qiao Jul 20, 2026 ▶ 0:23 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 positive
Assertion Not checkable as stated
Lin Qiao: Fireworks has achieved 5x to 10x inference cost reductions
“What we have seen in the past is five times to 10 times cost reduction.”
Lin Qiao Jul 20, 2026 ▶ 19:19 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 bullish
Prediction Not checkable as stated
Qiao: AI model routing will evolve into fully automated self-learning systems
“We also think there's a space to build a automatic routing system that can learn by itself, and that compound with automatic tuning system eventually. We think it should all be automated, and then you can see a self-evolving system based on what flow through y…”
Lin Qiao Jul 20, 2026 ▶ 31:41 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 positive
Opinion
Lin Qiao: Collaborative AI tools define the current market shift
“I think last year is the year of coding, and this year is the year of co-work.”
Lin Qiao Jul 20, 2026 ▶ 0:06 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 positive
Insight
Qiao: Enterprise AI frontier is routing architecture, not single models
“So again, my thinking of what is the frontier is not just this one model. The frontier could be your special routing mechanism for your business, and you decompose that based on, hey, in order to fulfill this task, and you need a highly intelligent layer, mayb…”
Lin Qiao Jul 20, 2026 ▶ 30:48 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 negative
Opinion
Lin Qiao: A single-company monopoly on AI makes no sense
“What I don't want to see is there's only one company owns intelligence. I think that doesn't make sense to me.”
Lin Qiao Jul 20, 2026 ▶ 29:40 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 negative
Opinion
Qiao: Anthropic relies on a single-AGI belief over specialization
“I view Anthropic as a company fully believing AGI.”
Lin Qiao Jul 20, 2026 ▶ 5:57 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 neutral
Assertion Supported
Lin Qiao: Most world data is private enterprise data, not public internet
“If you think intelligence is a derivative of data, then majority of the data is actually not used for training a general intelligence model. The training data is coming from public internet and the label data. Public internet is very small. Corpus of data comp…”
Lin Qiao Jul 20, 2026 ▶ 4:31 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 bearish
Opinion
Qiao: Standalone model router services like OpenRouter won't be needed long-term
“You probably don't. We're not there yet, but I do think this is, this could be area of innovation.”
Lin Qiao Jul 20, 2026 ▶ 32:38 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 neutral
Assertion Supported
Lin Qiao: Almost all AI coding startups now fine-tune custom models
“In coding space, Cursor probably is one of the pioneers starting to tune their model, and now almost all coding companies tune their own models.”
Lin Qiao Jul 20, 2026 ▶ 26:38 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 positive
Assertion Partly supported
Fireworks achieves exact bit equivalence between AI training and inference
“Between the training system and the inference system, when models move over, We have bit equivalence. So, as in, the numerics are fully the same. We do not lose a bit of accuracy.”
Lin Qiao Jul 20, 2026 ▶ 52:06 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 bullish
Assertion Not checkable as stated
Lin Qiao: All major AI coding companies use Fireworks infrastructure
“I think all major coding companies are on us.”
Lin Qiao Jul 20, 2026 ▶ 38:40 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 bullish
Prediction Not checkable as stated
Lin Qiao: Nations will build sovereign AI models like power grids
“I definitely see that possibility. I also see, if we think about the general intelligence model as the electricity layer, as a power line, every country should own their own power line, right?”
Lin Qiao Jul 20, 2026 ▶ 1:07:46 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026
Assertion Not checkable as stated
Lin Qiao: Legal AI market consolidated from many startups to two
“Take legal, for example. I was on a dinner table, and interesting, it seems like there were a lot of those companies around two years ago, but now it's pretty much two.”
Lin Qiao Jul 20, 2026 ▶ 1:05:17 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 bullish
Assertion Not checkable as stated
Qiao: Fireworks could optimize gross margins now but chooses rapid expansion
“If our focus is only optimized growth margin, we absolutely can do that, but we are sacrificing the speed of growth because we want to go everywhere.”
Lin Qiao Jul 20, 2026 ▶ 55:24 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026 bullish
Prediction Not checkable as stated
Qiao: AI market will shift from token maxing to ROI maxing
“In the next couple of years, as AI is getting more and more into production, there will be a lot of focus. In getting that clarity and getting that discipline out. The token maxing is just a thing in time, but we're quickly moving to ROI maxing, which is about…”
Lin Qiao Jul 20, 2026 ▶ 1:25:23 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
Jul 20, 2026
Prediction Not checkable as stated
Lin Qiao: Major AI base IQ leaps will occur every 9-12 months
“I see those as every year or every three quarters, there's a major leap.”
Lin Qiao Jul 20, 2026 ▶ 27:56 The Open-Source AI Reality | How Token Costs Will Fall 10X & Usage Will Explode 100X | Lin Qiao
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