open source models

also referred to as: open source model

7 statements across 5 episodes · 3 bullish · 2 bearish · 5 people on the record · first statement Jun 18, 2026 by Gabe Pereyra · across every show →

Everything said about open source models, oldest first

Jun 18, 2026 positive
Disclosure
Pereyra: Harvey will publish research with labs and open-source models
“We are going to start publishing some of our research that we're doing with the labs or the other providers and open sourcing more models, more of the work we're doing.”
Gabe Pereyra Jun 18, 2026 ▶ 29:43 Harvey Co-Founder Gabe Pereyra on the Token Pricing Reckoning Coming for AI · Sourcery with Molly O'Shea
Jun 18, 2026 bearish
Assertion Not checkable as stated
Pereyra: Harvey is moving traffic to open-source models due to closed-model costs
“There's customers like us, where we do need to move some of our traffic to open source models because it's just becoming super expensive to serve like the largest closed frontier model.”
Gabe Pereyra Jun 18, 2026 ▶ 16:40 Harvey Co-Founder Gabe Pereyra on the Token Pricing Reckoning Coming for AI · Sourcery with Molly O'Shea
Jun 18, 2026 neutral
Insight
Pereyra: Model Selection Is Shifting to Lowest Cost per Task
“Increasingly, it's not just which model is the best. It's which model can solve the task at the lowest price point, because as these models get better, there's kind of intelligent saturation where it's like, okay, for some simple tasks, I actually want to know…”
Gabe Pereyra Jun 18, 2026 ▶ 6:04 Harvey Co-Founder Gabe Pereyra on the Token Pricing Reckoning Coming for AI · Sourcery with Molly O'Shea
Jun 26, 2026 positive
Assertion Not checkable as stated
Armstrong: Open-source AI models lag frontier models by 3–6 months at 99% lower cost
“The open source models are about three to three to six months behind the frontier models, right? But they're 99% cheaper for inference.”
Brian Armstrong Jun 26, 2026 ▶ 49:32 Brian Armstrong: Rebuilding Coinbase Around Intelligence · Sourcery with Molly O'Shea
Jul 19, 2026 neutral
Assertion Supported
Cook: Enterprise open-source LLM spend dropped from 19% to 11%
“Enterprise LLM spend was 19% open source last year, and it's 11% this year. So it's dropped.”
Max Cook Jul 19, 2026 ▶ 7:33 AMD, Starcloud, Coatue..10 Hot Takes From The Biggest Names in AI · Sourcery with Molly O'Shea
Jul 19, 2026 bullish
Prediction Open · timeframe Jul 2028
Jain: Open source models will dominate AI inferencing within two years
“Well, I think open source models are going to dominate AI inferencing. You know, you'll see in the next two years, we'll shift to where's almost no open source to where's going to be almost all open source.”
Arvind Jain Jul 19, 2026 ▶ 31:47 SemiAnalysis, Altimeter, Nebius, Glean.. 12 Hot Takes From Biggest Names in AI · Sourcery with Molly O'Shea
Jul 31, 2026 bearish
Assertion Not checkable as stated
Fox: Customers abandon fine-tuned open-source voice models due to maintenance burdens
“We've seen some customers maybe six months ago or a year ago, they'll take an open source model and fine tune it or something. And then, you know, they're now like, okay, this is like, shit, this is like really behind and it's like nightmare to maintain and I …”
Dylan Fox Jul 31, 2026 ▶ 17:45 AssemblyAI Now Handles 4x YouTube's Daily Volume
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