The AI Record
So this probably understates the complexity. The reality is most things are multi-runner. Most things have deterministic code plus LLM plus statistical method, or human with LLM in conjunction.

Frank LongWorks at Coatue · Practitioner, Coatue

Context. Long has just walked through gathering, filtering and summarizing news as one small step of the investing function.

Talk: AI Agents Will Upend Investing Even More Than Coding - Frank Long, Coatue, AI Engineer (YouTube), November 6, 2026, at 10:52.

Checked against the source [ Grade B ] Said in the last year

Filed under

Who is speaking

Frank Long, Works at Coatue (title not stated in the talk or its description). Works on the agent workflows at the firm he describes, so first-hand on the design; the talk gives no results or figures. Coatue does not sell AI.

How this was checked

Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-11-06).

Matches the whisper transcript exactly (near srt line 663) once punctuation is ignored. No captions.md was available.

How to cite this passage

Frank Long (Coatue), “AI Agents Will Upend Investing Even More Than Coding - Frank Long, Coatue”, AI Engineer (YouTube), 2026-11-06, at 10:52. https://www.youtube.com/watch?v=AYFcmnQrZCg Archived at https://the-ai-record.com/passages/coatue-most-steps-multi-runner-code-llm-statistics-human-2026

More from the same source

So it's probably no secret to you guys that, you know, news from Asia and Korean media outlets has been super important this year because semis, AI, have been a huge, huge theme in the market, huge theme. And I think this is an area where AI … poised to have a lot of impact is reading Korean language news better than our completely non-Korean speaking staff, right? I think I have a good thesis that this might be a good use case.

Frank LongWorks at Coatue · Practitioner, Coatue

Context. Long is walking through one example, interpreting news, of the first step in his framework.

Talk: AI Agents Will Upend Investing Even More Than Coding - Frank Long, Coatue, AI Engineer (YouTube), November 6, 2026, at 05:08.

Checked against the source [ Grade B ] Said in the last year Passage page

Very simple philosophy. We use our screens. We look at stuff. We do work. Every single thing that a human can see in pixels on the screen, an agent in your building should be able to see via API. The analogy I use is imagine you brought the smartest people ever, the greatest investors alive, and you brought them into your company, but you gave them a computer without logins to 75% of your services. It's almost immaterial how smart … system is if it doesn't have the tools to actually action that.

Frank LongWorks at Coatue · Practitioner, Coatue

Context. Long is describing the inputs an agent needs to do investing work, the first part of his framework.

Talk: AI Agents Will Upend Investing Even More Than Coding - Frank Long, Coatue, AI Engineer (YouTube), November 6, 2026, at 01:36.

Checked against the source [ Grade B ] Said in the last year Passage page

what can I actually compartmentalize in a way that we can understand and evaluate? Because that's what I'm hill climbing against, right? Otherwise, I'm just tuning these things.

Frank LongWorks at Coatue · Practitioner, Coatue

Context. Long is describing how to break an investing process into parts that can each be tested.

Talk: AI Agents Will Upend Investing Even More Than Coding - Frank Long, Coatue, AI Engineer (YouTube), November 6, 2026, at 11:47.

Checked against the source [ Grade B ] Said in the last year Passage page

And just as importantly, we have a culture that is super, super rigorous and built from the ground up to capture all this insight. For decades, we filed every single note about every single trade, about every … decision we made or didn't make, about what went well and what didn't go well. And that's poised us to expose us to AI.

Frank LongWorks at Coatue · Practitioner, Coatue

Context. Long is describing the firm's internal context, the records an AI system can draw on.

Talk: AI Agents Will Upend Investing Even More Than Coding - Frank Long, Coatue, AI Engineer (YouTube), November 6, 2026, at 03:00.

Checked against the source [ Grade B ] Said in the last year Passage page

And I think this is like a super, super important point. There is no glory in automating things for the sake of automating things. The goal is not to take as many things and make them … as possible for us. The goal is for any given piece of this function, what can I do to maximize absolute quality?

Frank LongWorks at Coatue · Practitioner, Coatue

Context. Long is explaining how his firm decides what to hand to a language model and what to leave to code or people.

Talk: AI Agents Will Upend Investing Even More Than Coding - Frank Long, Coatue, AI Engineer (YouTube), November 6, 2026, at 09:05.

Checked against the source [ Grade B ] Said in the last year Passage page

And, of course, people, people are important runners in the system, right? So imagine a function meeting the management team of a company. … I probably don't want to send an if statement into that meeting. I think there's many cases where, because of judgment and the ability to navigate the real world, and all of these things, a person is the best runner for a given piece of the function.

Frank LongWorks at Coatue · Practitioner, Coatue

Context. Long has just listed code, statistics and language models as the ways to carry out each step of the investing function.

Talk: AI Agents Will Upend Investing Even More Than Coding - Frank Long, Coatue, AI Engineer (YouTube), November 6, 2026, at 08:35.

Checked against the source [ Grade B ] Said in the last year Passage page

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