Soros: The anatomy of an agentic geopolitical simulation engine

A few days ago, we soft-launched Soros [0], our agentic intelligence for geopolitical simulation, on HN. [1]

In this post, we walk through everything: how we designed it, the engineering stack, how it works, what we perceive as flaws. Everything.

This is really a chance to look at how a production-grade agentic system works when designed for unconventional use cases.

Note that this is a dense, super-long article (clocking in at ~14,400 words). We suggest you take your time reading it :)

We look forward to your questions and comments!

- Anshuman & Karén, co-founders of Lookback Labs (creators of Soros) [2]

You can also reach us at: team@lookbacklabs.com

[0] https://www.asksoros.com

[1] https://news.ycombinator.com/item?id=47418553

[2] https://www.lookbacklabs.com

Sort of! We came up with a backronym just in case: Scenario Oriented Reasoning and Outcome Simulations.