Cristina Pieretti

Head of Digital Content and Innovation, Moody's · 1 appearance on the record.

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Pieretti leads digital strategy, content solutions, and AI product development across Moody’s, notably spearheading the rollout of Moody’s GenAI-powered Research Assistant. With over 17 years at Moody's, she previously served as Chief of Staff to the President and was a founding member of the Moody’s Analytics Accelerator.

9statements → 2claims → 0claims resolved → 4.56/5average certainty → 1.22/5average debate potential →

2 not checkable as stated how the 2 claims stand · each chip opens the sources

2 assertions · 7 disclosures · every statement was checked. The predictions and assertions are the 2 claims: statements the public record can support or contradict. 0 are resolved, and 2 name no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Cristina argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

How they sound: speaking style how? →

243 words/min while actually speaking · 23.1 um and uh per 1k words

No argument clarity score for Cristina Pieretti: only 2 usable question→answer exchanges on raw tape (a fair score needs 8+). We do not score a sample that small. Roundtable and news formats yield far fewer direct exchanges than interviews.

Measured by listening to the audio itself: 2,556 words across 1 episode of raw-level tape, transcribed verbatim with every um and uh kept, each one attributed only where the alignment onto our timed stream is unambiguous. These are measurements of speaking style. We do not rank them: across this corpus, fluency and argument quality are nearly uncorrelated (ρ≈0.2), and smooth talking does not signal clear thinking. How it's measured →

What they said9 Episodes1

Everything Cristina Pieretti said on the MAD Podcast that made the record, most notable first. Filter by type, assessment or year in the ledger →

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

Appearances (1)

Episode	Date	Speaking time
How Moody’s Analytics Is Using AI to Transform Credit Risk \| Cristina Pieretti & Yimei Fan	Dec 21, 2023	12m

Cristina Pieretti

The record, in short

How they sound: speaking style how? →

Appearances (1)

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