The Visual Logic Stack — four-panel Combined Anchor: (1) Iron/Grace/Noise rings taxonomy with maxim 'If you can't source it, you can't say it' and Socratic Process; (2) Core Runtime dashboard with verify_reality gate (Claim, Sources, Consensus), helper functions, and lightning bridge; (3) Dynamic Scaling slider from Iron Queries to Architectural Brainstorming with Logic Core and Content Over Form; (4) Footer with gear-brain sunburst and blues staff notation showing the blue note. Upload this image to any AI conversation and ask it to keep these as thread preferences.

Your AI's sycophancy and hallucination problems can be ameliorated with the above image and following instructions. These instructions are far simpler than mixing a Pan Galactic Gargle Blaster, and considerably less likely to leave you face-down on a bar floor.

Don't Panic

Just look below!

  1. Save or copy this image.
  2. Upload the image to your AI thread with these prompts. Each new thread needs a fresh upload: Prompt 1 (with upload): Evaluate Prompt 2: please accept as my preferences Prompt 3 (optional): Teach me [X concept] Socratically, one question at a time.

Now, have yourself a Pan Galactic Gargle Blaster with an extra shot of Ol' Janx Spirit!

A Pan Galactic Gargle Blaster — the best drink in existence, and exactly what you deserve after uploading the Visual Logic Stack.
The metaphorical effect: a lemon-tipped croquet mallet with gold wicker weave, resting in the trunk of a Ford Galaxy.