IBIB: A Protocol for Measuring Enterprise AI Systems by Serving Route, Not Model Identifier
Paper recorded by Signals 4 on 2026-09-09 in cs.AI. Abstract reproduced from arXiv; link to the original below.
Published 2026-09-09 on arXiv · recorded by Signals 4 on 2026-09-10
Category: cs.AI · 人工智能 · first seen 2026-09-10
Abstract
Enterprises deploy systems, not checkpoints. Usable capability depends jointly on weights, serving route, precision, output contract, and harness, yet all 18 audited benchmarks score advertised model identifiers. We treat this as measurement error and give a protocol that makes it reportable. It has three parts. A gold-blind capability-binding preflight verifies that a route can execute the evalua
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Cite this page: IBIB: A Protocol for Measuring Enterprise AI Systems by Serving Route, Not Model Identifier: the #122 most recent of 300 cs.AI papers we have recorded (as of 2026-09-09). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/ibib-a-protocol-for-measuring-enterprise-ai-systems-by-serving-route-not-model-i.html
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