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refactor: remove dbn_legal engine from BVJ Analyzer

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dbn-legal-agent is not suitable for structured RAG synthesis:
- Fine-tune contamination appends feedback loops after JSON output
- 7-min latency vs 45s for gpt-4o-mini
- 8B base gives weaker instruction-following on complex JSON contracts
- No improvement in citation accuracy (RAG provides the legal content)

dbn-legal-agent kept for open-ended freeform Norwegian legal Q&A
where citation structure isn't required. BVJ synthesis now uses
azure_mini|azure_full|gpu only.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
davegilligan
2026-05-15 22:13:16 +02:00
parent 7e0fce4167
commit ba6c197f1b
2 changed files with 6 additions and 37 deletions
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barnevernet.php
+2 -3
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@@ -38,10 +38,9 @@ require_once __DIR__ . '/includes/layout.php';
<span class="control-label">Engine</span>
<label><input type="radio" name="bvjEngine" value="azure_mini" checked> Azure gpt-4o-mini &#9733; <small class="control-hint">(~30-60s)</small></label>
<label><input type="radio" name="bvjEngine" value="azure_full"> Azure gpt-4o <small class="control-hint">(best · ~90-180s)</small></label>
<label><input type="radio" name="bvjEngine" value="gpu"> GPU (cuttlefish) <small class="control-hint">(local · ~45-90s)</small></label>
<label><input type="radio" name="bvjEngine" value="dbn_legal"> &#x1F1F3;&#x1F1F4; Norwegian specialist <small class="control-hint">(dbn-legal-agent · ~60-120s)</small></label>
<label><input type="radio" name="bvjEngine" value="gpu"> GPU qwen2.5:14b <small class="control-hint">(local · ~45-90s)</small></label>
</div>
<p class="upload-hint">Engine applies to the final advocacy synthesis only. Document classification, party extraction, and timeline are always fast (azure-mini). Norwegian specialist is best for Barnevernloven, ECHR Article 8, and Bufdir analysis.</p>
<p class="upload-hint">Engine applies to the final advocacy synthesis only. Document classification, party extraction, and timeline are always fast (azure-mini).</p>
<div class="dr-slice-section">
<p class="control-label">Corpus slices</p>