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 8 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
Taskaya: Flux was the first enterprise-ready generative image model
“The team at Stability left to start Black Forest Labs, which released Flux models. And that was the first model to, you know, breach the barrier of commercially usable, you know, enterprise-ready grade models”
Batuhan Taskaya Sep 8, 2025 ▶ 5:51 A Technical History of Generative Media
Assertion Not checkable as stated
Automatic1111's inefficient SDXL implementation drove ComfyUI's viral user adoption
“The big, one point zero release happened, and wow, Confu UI was the only way a lot of people could actually run it on their computers, because it just, like, automatic was so, like, inefficient and bad that most people couldn't act, like, it just wouldn't work…”
comfyanonymous (Comfy) Jan 4, 2025 ▶ 47:23 AI Engineering for Art - with comfyanonymous
Assertion Not checkable as stated
Stability AI delayed Stable Cascade three months for red teaming
“And inside stability, actually that model was ready like three months before, but it got stuck in red teaming.”
comfyanonymous (Comfy) Jan 4, 2025 ▶ 12:28 AI Engineering for Art - with comfyanonymous
What-if
Comfy: Stable Cascade would have been popular if SD3 hadn't stolen momentum
“If that model had released was Supposed to be released by the authors, then it would probably have gotten very popular since it's a step up from SDXL, but it got all of its momentum stolen by the SD three announcement.”
comfyanonymous (Comfy) Jan 4, 2025 ▶ 12:38 AI Engineering for Art - with comfyanonymous
Assertion Supported
Lambert: DPO Has Become the Standard Release Expectation for Open-Source LLMs
“I think DPO releases are kind of becoming expected because Mistral released a DPO model as well. I think the slide after this is just like, there's a ton. It's like Intel releases DPO models, Stability releases DPO models. At some point, you just have to accep…”
Nathan Lambert Jan 11, 2024 ▶ 1:20:43 The Origin and Future of RLHF: the secret ingredient for ChatGPT - with Nathan Lambert
Assertion Supported
EleutherAI and Stability AI Donated A100 Compute to Train RWKV
“So, so that's why AI and the rest stability, I believe also is involved, stepped up. And donated the A-One-Hundreds needed to train the basic models that RWKB had.”
Eugene Cheah Aug 31, 2023 ▶ 55:25 RWKV: Reinventing RNNs for the Transformer Era
Disclosure
Comfyanonymous: Stability AI internally trained effective T5-XXL textual inversions
“Back as like when I was at stability, we actually did train internally some, Like textual versions on like T five XXL actually worked pretty well, but for some reason, yeah, people don't use them.”
comfyanonymous (Comfy) Jan 4, 2025 ▶ 18:49 AI Engineering for Art - with comfyanonymous
Assertion Supported
Comfy: Stable Cascade researchers left Stability AI right after its release
“They worked at stability for a bit and they left right after the Cascade release.”
comfyanonymous (Comfy) Jan 4, 2025 ▶ 13:31 AI Engineering for Art - with comfyanonymous
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