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kanaria007 
posted an update 13 days ago
Post
138
✅ Article highlight: *Reference Harness / Minimal Interop Toolchain: The Smallest Executable Loop for 149* (art-60-153, v0.1)

TL;DR:
This article makes cross-vendor interop concrete.

Interop is not real because two vendors say they are “compatible.” It becomes real only when a runnable harness can make them **run the same pack**, **normalize outputs into the same schema**, **emit comparable receipts**, and **compare results under pinned rules**. In SI terms: *run → normalize → receipt → compare*.

Read:
kanaria007/agi-structural-intelligence-protocols

Why it matters:
• turns “cross-vendor interop” from a claim into an executable test loop
• separates reproducibility, comparability, and disclosability instead of blending them
• makes normalization, canonicalization, and comparison rules explicit and pinned
• fails closed when evidence, schemas, reason codes, or toolchain provenance are missing

What’s inside:
• the smallest executable interop loop: *run → normalize → receipt → compare*
• a reference harness contract that every vendor must satisfy
• canonical *normalized interop events* as the shared comparison language
• receipts for vendor runs, normalization, comparability assessment, and cross-vendor verdicts
• explicit comparability mapping: which metric families are *COMPARABLE* and which are *NOT_COMPARABLE*

Key idea:
Interop is not a marketing statement.

It is admissible only when vendors can produce **receipts whose normalized outputs are comparable under a pinned harness, normalization profile, digest procedure, and comparability mapping**.

*Cross-vendor interop becomes real only when a runnable harness can produce comparable receipts.*
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