The Ledger, every show

Every statement that passed quotation and attribution checks, across all 44 shows. Pick shows below, then mix any filter with any other.

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20VC Assertion Partly supported
Fitzpatrick: Out-of-the-box AI agents achieve only 33% accuracy on multi-turn workflows
“Salesforce AI research released this report that if you take if you test a lot of the out of the box agents on single-term and multi-term workflows, they're about 58% accurate on single-term and 33% accurate on multi-term workflows, which means they don't real…”
Matt Fitzpatrick Dec 31, 2025 ▶ 16:32 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Contradicted
Fitzpatrick: AWS report shows 70% of AI agents are traditional automation scripts
“There was actually a report AWS came out with today, it's interesting, that like, 70% of agents are actually not even, ah, AI agents, as you think of it. Like, most of the agent, agentic processes today are actually traditional script writing and just traditio…”
Matt Fitzpatrick Dec 31, 2025 ▶ 58:38 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Partly supported
Fitzpatrick: MIT report shows only 5% of Gen AI deployments work
“MIT just released this report that five percent of Gen AI deployments are working in any form.”
Matt Fitzpatrick Dec 31, 2025 ▶ 7:28 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Contradicted
Fitzpatrick: Average bank spends 93% of tech budget on maintenance
“The average bank spends 93% of its cost, of its tech cost, on maintain initiatives. Seven percent go into building new things.”
Matt Fitzpatrick Dec 31, 2025 ▶ 1:01:18 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Partly supported
Fitzpatrick: 70% of US software is over 20 years old
“70% of the software in America is over 20 years old.”
Matt Fitzpatrick Dec 31, 2025 ▶ 1:00:32 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Supported
Fitzpatrick: Johns Hopkins research shows 250,000 annual US deaths from avoidable medical errors
“Johns Hopkins has released this thing, this stat that 25, 2250 thousand deaths a year happen because of avoidable errors.”
Matt Fitzpatrick Dec 31, 2025 ▶ 1:23:32 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Supported
McKinsey grew engineering headcount from 100 to 7,000 during Fitzpatrick's tenure
“When I started, we had about a hundred engineers total in firm. By the time I left, we had 7000.”
Matt Fitzpatrick Dec 31, 2025 ▶ 1:43 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Partly supported
Fitzpatrick: AI performance grew 40% to 60% over two years
“If you look at all the public benchmarks, models have increased 40 to 60% in performance over the last two years.”
Matt Fitzpatrick Dec 31, 2025 ▶ 7:10 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Contradicted
KPMG report found 60% of consumers use AI weekly
“KBMG had this report that 60% of consumers use this on a weekly basis”
Matt Fitzpatrick Dec 31, 2025 ▶ 44:01 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Supported
Invisible Technologies raised only $7M in primary capital over nine years
“Historically Invisible had only raised seven million of primary capital in its entire nine-year journey.”
Matt Fitzpatrick Dec 31, 2025 ▶ 53:00 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
20VC Assertion Partly supported
Fitzpatrick: US healthcare spend is 2.5x higher per capita than Germany
“We spend 14,000 14,000 per capita per year on patients in the U.S. So that, that's like a rough spend. That's two to three, two and a half to three, like Germany and Canada spent as an example.”
Matt Fitzpatrick Dec 31, 2025 ▶ 1:23:05 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
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