From AI Discovery to Production: Proof, Governance, and Engineering Trust
TL;DR The actual implementation must define an authoritative schema, enforce the gates, resolve the referenced evidence,…
Can AI Discover Better Network Architectures? Designing a Controlled Experiment
TL;DR from itertools import combinations LEAVES = (“l1”, “l2”, “l3”, “l4”) SPINE_ZONES = {“s1”: “A”, “s2”:…
Can AI Discover Better Network Architectures? Designing a Controlled Experiment
TL;DR A more conservative zone-aware alternative retains S1 and S2 as shared neighbors for every leaf….
Beyond Human Benchmarks: Why AI’s Greatest Value May Be Discovery, Not Imitation
TL;DR Suppose a generated routing strategy reduces measured congestion but introduces difficult configuration dependencies, unclear troubleshooting…