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 9 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

Assertion Not checkable as stated
Moody's Observes Up to 80% Efficiency Gains in Data Retrieval
“And what they do is, first, they have to retrieve a lot of information, and we've observed up to 80% efficiency gains on that retrieval of the information. From there, once you retrieve the information, you're gonna do analysis, and we've observed up to 50% on…”
Cristina Pieretti Dec 21, 2023 ▶ 19:26 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
Assertion Not checkable as stated
Moody's Found OpenAI Outperformed Competing Models in Internal Benchmarks
“ChatGPT was the one, OpenAI was the one that was performing better in a, in over Different parameters, right?”
Cristina Pieretti Dec 21, 2023 ▶ 11:55 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
Disclosure
Moody's Analytics Launches Generative AI Tool 'Research Assistant'
“One of the ones I'm more particularly excited, because we just launched it on Friday, is, ah, one, ah, leveraging Gen AI, which is called Research Assistant.”
Cristina Pieretti Dec 21, 2023 ▶ 5:18 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
Disclosure
Moody's Analytics Deploys Internal AI Copilot to All 14,000 Employees
“We did roll out Our co-pilot to all the employees in Moody, so that's 14,000 people”
Cristina Pieretti Dec 21, 2023 ▶ 7:13 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
Disclosure
Moody's Research Assistant Uses GPT-4 Alongside Custom RAG System
“We use ChatGPT-IV as the LLM, although we've tried a lot of, we talked about in our prep, we have tried different, ah, large language models, and we've also developed our own RAG.”
Cristina Pieretti Dec 21, 2023 ▶ 8:14 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
Disclosure
Moody's Research Assistant currently only uses rating agency data
“So as of now, it's leveraging only the information that comes from the rating agency. So it's all the ratings and the research that come from the rating agency. In the future, we plan to expand.”
Cristina Pieretti Dec 21, 2023 ▶ 10:08 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
Disclosure
Moody's designs AI architecture to avoid vendor lock-in
“I'm kind of obsessed, and I think my team is obsessed on making sure that we're not dependent on one technology, but we have the flexibility to switch as time goes by, right?”
Cristina Pieretti Dec 21, 2023 ▶ 11:41 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
Disclosure
Moody's Spent Most of 7-Month AI Dev Cycle Evaluating Model Accuracy
“We first started working this seven months ago. I would say a big, big chunk of the time we spend it evaluating that as opposed to building more features, right?”
Cristina Pieretti Dec 21, 2023 ▶ 13:40 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
Disclosure
Moody's Analytics partnered with Google to extract data from unstructured financial statements
“We have another partnership with Google where we're, ah, leveraging, we're working together to leverage the NAI to, ah, be able to extract more information from financial statements. Ah, financial statements, not the ones that are, you know, published at the 1…”
Cristina Pieretti Dec 21, 2023 ▶ 17:49 How Moody’s Analytics Is Using AI to Transform Credit Risk | Cristina Pieretti & Yimei Fan
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