AI Reasoning Weekly - May 28: Live exchange modeling with SpecLogician + ImandraX

Wanted to flag this here since it’s directly relevant to what a lot of you are already doing.

This Thursday, May 28 at 10am CT we’re running a live session using SpecLogician and ImandraX to model a financial exchange from scratch. The example is intentionally scoped — a tractable slice of matching logic, not a full production system — so you can follow the reasoning step by step.

The workflow in practice:

  • An LLM proposes states, transitions, and scenarios as structured edits
  • SpecLogician keeps them typed and consistent
  • ImandraX reasons over the result and surfaces the counterexamples

You’ll see the full loop: artefact → formal model → counterexample → refined artefact.

For those of you already using ImandraX, this should give a concrete sense of how SpecLogician fits into the picture and where the LLM handoff works well (and where it doesn’t). We’ll be going at a pace where there’s room to see what’s actually happening under the hood.

Happy to take questions live or here beforehand.

Register here to attend: Riverside Studio