Dark navy textured background with the title "+5 = Constraint Layer" at the top. Three rounded blocks appear in a horizontal flow: a blue block labeled "0123" points to a purple block labeled "+5," which points to an orange block labeled "9423." Below, white text reads "Constraint Layer → De-escalation" and "0123 → 9423." The hashtag "#SDG5" appears in the lower right corner.

Which hand
arXiv:2603.00309 ✍🏾

Multi-agent coordination:
Π → decision path → Σ

Explainable routing
stabilizes agent collaboration.

2 = 1 + 1 (bilateral seed)

√(1²+1²) = 45° 📐
0123 → +5 → 9423

#AI #BeyondEndoscopy #TripletNdatacenters #SDG5