The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 13 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Prediction Held up
Ross: Groq will not train proprietary AI models to avoid competing with clients
“We have decided that we're not going to train our own models. We'll do a little fine tuning for specific cases or whatnot, but we don't want to compete.”
Jonathan Ross Feb 17, 2025 ▶ 52:01 Jonathan Ross, Founder & CEO @ Groq: NVIDIA vs Groq - The Future of Training vs Inference | E1260 · 20VC with Harry Stebbings
Assertion Partly supported
Lemkin: Jensen Huang closed NVIDIA's $20B Groq deal in two weeks
“He reached out to Jonathan Ross literally just weeks ago, and the deal closed for twenty billion within two weeks. And he told his whole team, I want it done before Christmas, and it was done ahead of time.”
Jason Lemkin Jan 8, 2026 ▶ 8:00 Groq’s $20BN NVIDIA Deal | Why Sam Altman Doesn’t Care About Dilution & Invisible Unemployment 2026 · 20VC with Harry Stebbings
Prediction Held up
Ross: Groq Will Never Create Its Own AI Models
“In our case we found an area where we will not compete with our customers, which is we will not create our own models. So we just won't do it.”
Jonathan Ross Sep 29, 2025 ▶ 1:10:26 Groq Founder, Jonathan Ross: OpenAI & Anthropic Will Build Their Own Chips & Will NVIDIA Hit $10TRN · 20VC with Harry Stebbings
Assertion Supported
Groq deploys 600 to 3,000 chips per AI model instead of eight
“So rather than using eight chips, we'll use 600 or 3000 for a model.”
Jonathan Ross Feb 17, 2025 ▶ 19:34 Jonathan Ross, Founder & CEO @ Groq: NVIDIA vs Groq - The Future of Training vs Inference | E1260 · 20VC with Harry Stebbings
Assertion Supported
Ross: Groq built its entire hardware and cloud stack with 300 people
“We have 300 people. We built our own chip. We built our own networking hardware and software. We built our own runtime. We built our own orchestration layer. We built our own compiler. We built our own cloud. We built all this with 300 people.”
Jonathan Ross Feb 17, 2025 ▶ 54:15 Jonathan Ross, Founder & CEO @ Groq: NVIDIA vs Groq - The Future of Training vs Inference | E1260 · 20VC with Harry Stebbings
Assertion Partly supported
O'Driscoll: Groq generated $4M in 2023 and ~$40M in 2024 revenue
“As I said, four million dollars in 23, forty-ish in 24.”
Rory O'Driscoll Jan 8, 2026 ▶ 5:43 Groq’s $20BN NVIDIA Deal | Why Sam Altman Doesn’t Care About Dilution & Invisible Unemployment 2026 · 20VC with Harry Stebbings
Assertion Partly supported
Stebbings: Nvidia acquired Groq for $20B cash at 3x valuation markup
“Grok being acquired for twenty billion in cash. It happened just before Christmas. Chamath obviously coming out as one of the big winners. Price is three X more than the last round price.”
Harry Stebbings Jan 8, 2026 ▶ 1:08 Groq’s $20BN NVIDIA Deal | Why Sam Altman Doesn’t Care About Dilution & Invisible Unemployment 2026 · 20VC with Harry Stebbings
Prediction Held up
Ross: Groq plans to upgrade its AI chips annually
“We're looking at upgrading chips about once a year.”
Jonathan Ross Sep 29, 2025 ▶ 19:42 Groq Founder, Jonathan Ross: OpenAI & Anthropic Will Build Their Own Chips & Will NVIDIA Hit $10TRN · 20VC with Harry Stebbings
Assertion Supported
Morin: Groq and Cerebras beat GPUs via on-chip data storage
“Actually, that's why Grok achieves, ah, not Grok, but Grok, Cerebras, and all these folks, they achieve very high performance single stream is because the data is right in the chip that doesn't have to get it from memory, which is slow, which GPU has to do.”
Steeve Morin Feb 24, 2025 ▶ 12:49 Steeve Morin: Why Google Will Win the AI Arms Race & OpenAI Will Not | E1262 · 20VC with Harry Stebbings
Assertion Supported
Groq Completed Saudi AI Deployment in 51 Days
“Ah, the recent deployment we did in, in Saudi Arabia 51 days from contract to the first tokens being served in production in country.”
Jonathan Ross Feb 17, 2025 ▶ 23:05 Jonathan Ross, Founder & CEO @ Groq: NVIDIA vs Groq - The Future of Training vs Inference | E1260 · 20VC with Harry Stebbings
Assertion Supported
Groq Chips Function as Switches Without External Hardware
“We actually don't use switches to communicate between our chips. We just plug our chips into our chips. Our chips are the switch.”
Jonathan Ross Feb 17, 2025 ▶ 23:28 Jonathan Ross, Founder & CEO @ Groq: NVIDIA vs Groq - The Future of Training vs Inference | E1260 · 20VC with Harry Stebbings
Assertion Partly supported
Ross: Groq's chip architecture improves energy efficiency 3x per token
“It improves at about three X, and the reason is...”
Jonathan Ross Feb 17, 2025 ▶ 19:42 Jonathan Ross, Founder & CEO @ Groq: NVIDIA vs Groq - The Future of Training vs Inference | E1260 · 20VC with Harry Stebbings
Assertion Supported
Jonathan Ross: Groq scaled from 640 to over 40,000 chips in 2024
“We started 2024 with about 640 chips in production. We ended with over 40,000.”
Jonathan Ross Feb 17, 2025 ▶ 16:16 Jonathan Ross, Founder & CEO @ Groq: NVIDIA vs Groq - The Future of Training vs Inference | E1260 · 20VC with Harry Stebbings
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