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future-plans: semantically-aware formatting for acronyms and proper names

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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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mikael-lovqvists-claude-agent
2026-03-24 00:00:03 +00:00
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@@ -169,6 +169,14 @@ Some fields naturally belong together (e.g. `frequency_stability` and
Structured records are the more powerful option but require a schema system and
more complex UI. Grouping/linkage is a lighter short-term win.
#### Semantically-aware formatting (acronyms, proper names)
Formatters that apply title case or similar text transformations can corrupt acronyms
(e.g. `NPN` → `Npn`) or brand/proper names. The root cause is that free-text field
values carry no semantic metadata about what kind of string they are. A long-term
fix requires fields to be semantically rich enough that formatters know whether a
value is an acronym, brand name, common noun, number, etc., and apply appropriate
rules per token. Relates to field types and structured field value work.
#### Renderer/parser result cache
Once parsers and formatters run per-render, a cache keyed on field value + template
version would avoid redundant work on large inventories. Invalidated when any