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 4 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

Insight
Wu: Failed Enterprise AI Deployments Usually Lack Data Scaffolding
“My hunch is some of the enterprise deployments that don't actually work out likely don't have the scaffolding or infrastructure for these agents to interact with as well. A lot of the, like, really successful deployments that we've made, a lot of what our FDs …”
Sherwin Wu Sep 11, 2025 ▶ 24:41 Inside OpenAI Enterprise: Forward Deployed Engineering, GPT-5, and More | BG2 Guest Interview · Bg2 Pod
Insight
Wu: Enterprise AI Evals Must Be Built Bottom-Up by Operators
“And evals also, oftentimes, need to come up bottom up. Right? Because all of these things are kind of in people's heads, in the actual operator's heads. Like, it's actually very hard to have a top-down mandate of, like, you got, like, this is how the evals sho…”
Sherwin Wu Sep 11, 2025 ▶ 19:17 Inside OpenAI Enterprise: Forward Deployed Engineering, GPT-5, and More | BG2 Guest Interview · Bg2 Pod
Insight
Wu: Product users often prefer instant substandard AI answers over 10-minute waits
“As a product builder, there's a latency, there's a real latency trade-off that you have to deal with where, you know, your user might not be happy waiting 10 minutes for, like, the best answer in the world. It might be more okay with the substandard answer and…”
Sherwin Wu Sep 11, 2025 ▶ 28:54 Inside OpenAI Enterprise: Forward Deployed Engineering, GPT-5, and More | BG2 Guest Interview · Bg2 Pod
Insight
Wu: Reinforcement fine-tuning is an order of magnitude more powerful than SFT
“Reinforcement fine tuning introduces like RL or reinforcement learning to this loop. Way more complex, way more finicky, but an order of magnitude more powerful.”
Sherwin Wu Sep 11, 2025 ▶ 40:09 Inside OpenAI Enterprise: Forward Deployed Engineering, GPT-5, and More | BG2 Guest Interview · Bg2 Pod
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