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The Research HUB: How to use ChatGPT for economic data
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The Research HUB: How to use ChatGPT for economic data

Linear Extrapolation

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Capital Flows
Feb 17, 2024
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The Research HUB: How to use ChatGPT for economic data
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Markets always price a distribution of probabilities and shift as marginal changes take place. This is why you need to monitor the level and rate of change in data. One of the ways you can do this is by using ChatGPT.

Side note on projections: All the quants and math nerds could rip apart what I am going to show you. And then you have all the stochastic guys like Taleb that would say I am the reason the world is a mess (cool man). At the end of the day, when we make projections of economic data, it isn’t about figuring out what will exactly take place. We are simply trying to identify what is unlikely and compare it to market pricing. Most trades are less about knowing precisely what the future will hold and more about knowing what is broadly unlikely.

(Live view of the “experts”)

A group of enthusiastic nerds, each donning the iconic Patagonia vests, gather around a large chalkboard filled with complex mathematical equations and diagrams. Their expressions range from intense concentration to eager anticipation as they engage in a collaborative effort to solve the problem. The scene is set in a cozy, well-lit study room, with books and gadgets scattered around, adding to the intellectual ambiance. Some of the nerds are pointing at the chalkboard, discussing potential solutions, while others jot down notes and calculations on their tablets and notebooks. The atmosphere is one of camaraderie and shared passion for mathematics.

Big Picture:

The market is always pricing a forward path for the actions of the Fed.

However, this expected policy path is rarely predictive of what will actually happen. Here is a chart of the implied vs actualized Fed Funds rate:

Anyone who tells you that the bond market is the “Market of truth” has zero understanding of how interest rates or macro works. The bond market and the forward curve are literally almost always wrong. I wrote a whole breakdown of it here:

Macro Report/Insights: Comprehensive Macro Report

Capital Flows
·
July 31, 2023
Macro Report/Insights: Comprehensive Macro Report

Hey everyone, Every month or so, I like to take some time to clear my head and write out my thoughts in a longer-form report. I have been doing this long before I started this Substack. There is something about writing your thoughts down that helps clarify and solidify them. Writing helps synthesize the chaos.

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Now if you want to understand how to analyze inflation better in how it relates to growth and interest rates, check out this article:

Asset Class Report: Bonds and Inflation

Capital Flows
·
January 28, 2024
Asset Class Report: Bonds and Inflation

Inflation Report: Summary: We are in a period of time when inflation is decelerating and approaching the Fed’s 2% inflation target. However, there are key tensions to monitor with HOW inflation and growth are impacting each other. Additionally, the Fed's stance introduces a marginal degree of uncertainty because inflation is partially dependent on the d…

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ChatGPT:

At this point, I have a lot of ChatGPT bots running processes and models for me. Some are very simple and some are more complex. I am going to share a simple yet important one here so that you can begin to understand inflation moving into 2024.

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