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 3 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

Disclosure
Fioca: Has not hand-written a single line of code in months
“I haven't written a single line of code by hand in months, because I know what I can trust it to do.”
Brian Fioca Dec 26, 2025 ▶ 16:06 ⚡️GPT5-Codex-Max: Training Agents with Personality, Tools & Trust — Brian Fioca + Bill Chen, OpenAI
Disclosure
Fioca: OpenAI evaluates GPT-5 coding models on behavioral software engineering practices
“And so these are just best software engineering practices that turn out to be behavior characteristics, and we can measure the model's performance on those behaviors and grade it that way.”
Brian Fioca Dec 26, 2025 ▶ 4:00 ⚡️GPT5-Codex-Max: Training Agents with Personality, Tools & Trust — Brian Fioca + Bill Chen, OpenAI
Disclosure
Fioca: OpenAI trains models to flexibly adapt across varied developer toolsets
“Initially, you know, our models are trained the way they were trained to use tools, and that kind of bakes in a habit, and so we've been getting the models better at using different types of tools.”
Brian Fioca Dec 26, 2025 ▶ 4:50 ⚡️GPT5-Codex-Max: Training Agents with Personality, Tools & Trust — Brian Fioca + Bill Chen, OpenAI
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