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 6 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

Opinion
Taylor: Python is a comically bad programming language for AI to generate
“Python is probably the most common generated code just because how much it's in the training data and data scientists love Python and I love Python too. It's such a comically bad thing for AI to generate just because it's one of the most inefficient programmin…”
Bret Taylor Jul 31, 2025 ▶ 39:32 He saved OpenAI, invented the “Like” button, and built Google Maps: Bret Taylor (Sierra)
Prediction Not checkable as stated
Deng: Future generations will not need to write code for work
“I don't actually think he's gonna have to code when he grows up. I think that's gonna be a solved problem, but it's a very, very valuable skill because I think learning to program is learning how to think structure in a structured way, right?”
Peter Deng Jun 22, 2025 ▶ 12:55 From ChatGPT to Instagram to Uber: The quiet architect behind the world’s most popular products
Assertion Not checkable as stated
Deng: ChatGPT often just writes and executes Python code internally
“When ChatGPT does something really interesting, I tell people it's oftentimes just writing Python code and interpreting it.”
Peter Deng Jun 22, 2025 ▶ 20:21 From ChatGPT to Instagram to Uber: The quiet architect behind the world’s most popular products
Assertion Supported
Salva: GitHub Copilot generates 40% of code for Python developers
“And so just to put a fine point on that stat, it is 40% is specifically for Python developers. It candidly, it varies depending upon the language.”
Ryan J. Salva Sep 4, 2022 ▶ 45:02 The role of AI in new product development | Ryan J. Salva (VP of Product at GitHub)
Insight
Code is better suited for AI models than natural languages
“In fact, They're kind of nice from an AI perspective because they're relatively constrained in terms of their semantics, right? The number of words, and I put that in scare quotes, as it were, that can be expressed in Python, for example, is much smaller than …”
Ryan J. Salva Sep 4, 2022 ▶ 19:09 The role of AI in new product development | Ryan J. Salva (VP of Product at GitHub)
Assertion Not checkable as stated
Widjaja: Gojek's first growth SMS experiment increased driver acceptance by 2%
“Our first real growth experiment, we were actually still the data team at this time, was to connect a quick Python script to the Twilio API that we had access to. And we SMSed a bunch of drivers through a CSV that we uploaded that said like, Hey, you're accept…”
Crystal Widjaja Jul 31, 2022 ▶ 54:57 How to scrappily hire for, measure, and unlock growth | Crystal Widjaja, Gojek and Kumu
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