Probe testing revealed the fine-tune loops when asked to check a brief
directly (tool-planning architecture conflict) but answers focused legal
Q&A reliably in ~55s. New step 6b asks one targeted question per document
type (akuttvedtak → § 4-25 klar nødvendighet, adopsjon → Strand Lobben,
undersøkelse → fvl § 17/§ 41) and merges the finding into
procedural_red_flags with check_model provenance. Silent on timeout/error.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Adds optional post-transcription cleanup via GPT-4o/GPT-4o-mini to fix
mishearing errors, punctuation, and domain terms. Speaker role labelling
now accepts a deployment param. Adds i18n strings for advanced options
panel (task, VAD filter, Whisper model, AI cleanup) in all four languages.
Updates BvjAnalyzerAgent and DeepResearchAgent.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Public landing page at / for unauthenticated users (EN/NO/UK/PL)
- Authenticated / shows Case Workbench dashboard with manifesto strip,
stats, and launched-tool grid (Transcribe, Timeline, BVJ, Advocate,
Deep Research, Corpus)
- Added includes/i18n.php with full 4-language translation layer
- Extended layout.php to Case Workbench shell with tool rail, lang switcher
- AI output language normalization extended to en/no/uk/pl in PHP agents
- SSO token validation in bootstrap.php / index.php (dobetternorge.no bridge)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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>
Party extraction: wider excerpt (12k chars), cleaner prompt, fallback for
root-level array responses, log raw response on unexpected structure.
dbn-legal-agent synthesis: replace blocking curl (200s timeout) with an
SSE streaming approach (CURLOPT_WRITEFUNCTION). PHP now emits keepalive
progress events every 15 s during generation, preventing browser network
errors on slow ~6 t/s cuttlefish inference. Timeout extended to 660 s.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
7-step agent pipeline: document classification, party extraction, timeline
extraction, corpus RAG (child_welfare/echr/family_core/bufdir_guidance),
and synthesis using the user's chosen engine (including dbn-legal-agent).
Progressive NDJSON streaming renders doc_meta, parties, and timeline cards
before the final advocacy brief and procedural red flags arrive.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
daveadmin