KCAE.Profiles:1.4 - Direct semantic inspection and long-context reading

A direct original-block pass is useful when the question needs distinctions outside prepared selectors, or when the corpus is small enough that preparation would not pay. Enumerate blocks from the source inventory, supply the bounded state and criterion, retain plausible and unresolved blocks, and inspect their reading closures. The TypeSafe semantic-find cookbook demonstrates addressed clause selection over a supplied document with a separate adequacy question. Its Jev 1.12 example is a bounded mechanism, not evidence of exhaustive semantic search in an arbitrarily large corpus.

Long-context reading can supply another direct profile, especially for a small stable dossier or repeated cached use. The Gemini long-context documentation treats caching as a cost option and warns that multiple-item retrieval performance can vary. Compare actual model/version behavior and full lifecycle cost. A large accepted input window neither ensures every relevant relation is recovered nor makes a changed source cache current. KCAE.DELIVER remains necessary even when the whole dossier fits.