I just updated the annotation document to show the flowchars: https://storage.googleapis.com/regal-scholar-453620-r7-podcast-storage/glmp/lac-operon-annotation-review.html

I am building a DNA regulatory grammar decoder as part of the Genome Logic Modeling Project (GLMP) — a program to systematically read regulatory DNA sequences as logical formulas (AND, OR, NOT gates) based on transcription factor binding site spatial geometry.

The project is documented at https://github.com/garywelz/glmp and https://garywelz.github.io/glmp/ and a methods paper is available at https://doi.org/10.5281/zenodo.20831780

The specific ask: I have drafted sequence-level annotations for three nodes in the E. coli lac operon:

1. lacO1 operator (~21 bp NOT gate) — sequence, genomic coordinates, logical interpretation
2. CRP binding site (AND input) — consensus motif, inter-site distance, logical role
3. lacI gene locus (source node, b0345) — constitutive expression, repressor copy number

I need a molecular biologist with hands-on bacterial transcription experience to review these three entries and confirm the logical interpretations are correct — specifically whether the spatial geometry assignments (NOT gate overlapping RNAP; CRP at ~60 bp encoding AND-independent geometry) accurately reflect the molecular biology.

The full annotation document is here: https://storage.googleapis.com/regal-scholar-453620-r7-podcast-storage/glmp/lac-operon-annotation-review.html

The annotation document is short (~3 pages). This is a bounded, well-defined task — not an open-ended collaboration request.

If you are willing to help, please reply here or email gwelz@gc.cuny.edu.