- Add "Select from My Docs" button to all text tool forms; free-tier
users see an upgrade modal, paid (CaveauAI) users get a searchable
multi-select modal backed by /api/dashboard/documents.php
- Add "Select from My Audio" picker on Transcribe with single-select
and a "Save to My Audio" button for persisting uploaded clips
- New PHP helpers in bootstrap.php: dbnToolsFetchDocChunks,
dbnToolsClientIdFromSession, dbnToolsInjectDocContent
- timeline, ask, redact APIs prepend selected document content
(fetched from client_chunks SQL) before the textarea text
- api/dashboard/audio-upload.php stores audio files on server and
creates a client_documents row with source_type='audio'
- api/transcribe.php falls back to stored audio via audio_doc_id POST
field when no file is uploaded
- api/dashboard/documents.php supports ?source_type= filter
- tools.js: doc_ids added to JSON payload; stored-audio transcribe path
- New assets/css/doc-picker.css, assets/js/doc-picker.js
- SQL migration: scripts/sql/audio_docs_column.sql
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- New includes/nav.php: sticky site-wide nav with Tools dropdown, Dashboard
link, compact language switcher, user identity → /account.php, Log out
- New account.php: credits & plan, profile, team, usage sections
- New api/corpus-summary.php: JSON endpoint for corpus doc count + last updated
- Replaces topbar in layout.php, layout_dashboard.php, and dashboard.php
- Fixes hardcoded Norwegian strings in dashboard.php credit cards via dbnToolsT()
- Adds 35 new i18n keys across all 4 languages (en/no/uk/pl) in i18n.php
- CSS: .dbn-nav navbar + .account-* account page styles in tools.css
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Full private corpus dashboard for tools.dobetternorge.no users — each SSO
account gets an auto-provisioned CaveauAI tenant (clients row, corpus) on
first visit. Includes upload (file/paste/URL), RAG chat with SSE streaming
and citation chips, document CRUD, FalkorDB graph relations tab, and
improved save-from-tool flow with tag/preview support.
- dashboard/{index,documents,document,upload,chat,settings}.php
- api/dashboard/{corpus-init,documents,upload,ingest-status,chat-stream,
save-from-tool,graph}.php
- includes/{CorpusProvision,layout_dashboard,layout_dashboard_footer}.php
- assets/css/dashboard.css assets/js/corpus-save.js (routing upgrade)
- includes/{bootstrap,layout}.php extended for dashboard provisioning
Migration 141 (clients.dbn_sso_uid + import_method enum) applied on chloe.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
- dashboard.php: welcome overlay modal on first visit, shows all 10 tool
tips in a 2-col grid; localStorage key dbn-welcome-v1-seen persists
dismiss; "Don't show again" checkbox (default checked); backdrop+Escape
close without persisting
- index.php: Sign in / Join free buttons added to sticky nav; access gate
section moved from page bottom to immediately after hero so login CTAs
are the first thing a visitor sees without scrolling; gate card titles
enlarged and top-border accent added for visual weight
- tools.css: .wlc-* welcome modal styles; .lt-nav__btn-signin/join nav
CTA button styles; .lt-gate--prominent and .lt-gate__card-title--large
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- POST /api/save-to-corpus.php — saves tool output text to user's default CaveauAI corpus via ClientRagPipeline
- api/case/upload.php — dual-writes uploaded PDFs to CaveauAI client_documents (best-effort)
- assets/js/corpus-save.js — shared <dialog> handler for .js-save-corpus buttons on all tool pages
- includes/layout_footer.php — injects corpus-save.js + shared save dialog markup
- korrespond/deep-research/barnevernet/discrepancy JS — save-to-corpus buttons on output sections
- api/search.php + LegalTools::search() — corpus_scope param ('shared'|'private'|'both'), merges personal CaveauAI corpus with shared legal library when 'both'
- includes/tool_form.php + assets/js/tools.js — corpus scope radio toggle shown on search tab
- api/user-docs.php — add POST upload method for non-SSO authenticated users
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Add prominent navy why-ours banner strip between hero and tools grid:
eyebrow, large title, sub-text, 3 checkmark bullet points, gold CTA button
- Add pricing CTA strip after trust section: eyebrow, title, sub-text,
4 tier pill tags (€0/€9/€29/€79), navy CTA button to pricing.php
- Remove the small pill links from the bottom of the trust section
- All new sections fully translated in no/en/uk/pl (11 new i18n keys)
- Add .lt-why-strip and .lt-pricing-strip CSS in tools.css
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- index.php: translate hardcoded hero kicker, stat, explore CTA, tools
section title/sub, and learn-more arrow; add Pricing nav link
- footer.php: fully translate tagline, privacy note, nav links, and
disclaimer into all 4 languages via dbnToolsT()
- includes/i18n.php: 15 new keys per language (hero_kicker, footer_*,
tools_section_*, pricing_nav_link, why_ours_trust_link, learn_more)
- translations/why-ours.php: complete uk + pl translations (70 keys each)
- assets/css/tools.css: add .lt-nav__secondary-link style
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Removed hard-coded pixel width/height attributes from <img> tags and
tightened kdoc-diagram-img CSS (max-width:100%, overflow:hidden) so
images scale fluidly at all viewport sizes.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Swaps the CSS-only kdoc-compare and kdoc-graph blocks for two custom
transparent-background PNGs (+ lossless WebP) designed by the user.
memoryVlibrary shows the two-path General AI vs DBN flow; norwegianLaw
shows the connected-law knowledge graph. Both served via <picture> with
WebP primary and PNG fallback.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Explains why Do Better Norge tools give different answers than ChatGPT:
RAG, BM25+vector search, reranker, knowledge graph, fine-tuned model.
Includes EN/NO translations, 5 optimised WebP/JPEG images, new kdoc-compare
and kdoc-graph CSS components. Link added from index.php trust section.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Replace dbn-legal-agent with dbn-legal-agent-v2 in bootstrap.php
(dbnToolsRunLegalCheck), DeepResearchAgent.php (interpretSeed,
expandQueries, synthesis fallback, deploy label), BvjAnalyzerAgent.php
(check_model label) — 8 locations total
- Add dbn-legal-agent-v2 legal threshold check to KorrespondAgent:
called after selfCheck() in both generate() and refine(); result
surfaced as legal_check[] in the API response
- Render legal_check card in korrespond.js using existing bvj-red-flag
styles; shows only when non-empty
- Add .korr-legal-check CSS block in tools.css
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Adds an optional textarea below the main text input where users can provide
clarifications to guide the LLM — e.g. year anchors, actor aliases, or focus
instructions. Notes are injected into the prompt as a clearly delimited block
and translated across all four UI languages (en/no/uk/pl).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Drafts still come back in Norwegian + working language (that is intentional),
but every piece of *chrome* now respects the user's UI lang consistently:
- Pass 1 classify LLM now writes missing-fact questions in the user's language
(not always Norwegian), fixing the case where an English-UI user got "Hva er
saksnummeret?" in the clarify panel.
- All PHP-emitted progress/status messages go through DbnKorrespondAgent::L()
with en/no/pl/uk variants instead of hardcoded Norwegian.
- JS introduces an I18N dictionary + t() helper covering status messages,
button labels, column headers, flag labels, refine panel title/hint,
jurisdiction radio labels, clarify panel title/hint/buttons, the empty-state
"Ready" block, and Copy/Copied/Download .txt.
- Static clarify and empty-state chrome use [data-i18n] attributes resolved at
init and re-applied on every lang-switcher click.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
After the first draft is rendered, a "Refine with citations" panel offers a
3rd-pass rewrite scoped to the user's choice of Norwegian law, ECHR (EMK +
HUDOC case law), or both. Refine pulls fresh corpus chunks limited to the
chosen jurisdiction's slices, rewrites inline cites in formal style ("jf.
forvaltningsloven § 17", "jf. Strand Lobben m.fl. mot Norge, EMD-37283/13,
§§ 207–214"), and appends a Rettskilder block listing every authority.
Hard-RAG grounding carries through — refine cannot cite anything that
wasn't retrieved. Costs 1 additional credit; the original draft stays in
place and the refined version appears below it.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Two-pass wizard for drafting to NAV, Barnevernet, schools, Bufdir, kommune,
Statsforvalter, Trygderetten. Pass 1 (gpt-4o-mini) classifies the situation
and emits clarify questions if facts are missing; user answers inline and
resubmits without losing context. Pass 2 retrieves law passages via hard-RAG
(ClientRagPipeline with body-specific slice presets), drafts in Norwegian
bokmål with gpt-4o using [CITE:N] tokens, self-checks that every citation
maps to a real corpus passage, then translates to the working language.
Result is side-by-side Norwegian + EN/PL/UK with copy/download per side
and an expandable Cited Law panel.
Credit deducts only when Pass 2 actually runs, not on a clarify cycle.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
- api/user-docs.php: GET/DELETE shared dbn_user_docs table (SSO users only)
connects to dobetternorge DB via DBN_DB_* env vars
- workbench.php: My Documents panel (section 05) for SSO/free-tier users;
shows docs uploaded from either AI chat or tools, links to AI Chat for upload
- workbench.js: fetch + render doc list, delete with Qdrant cleanup
- tools.css: workbench-docs panel + item styles
- i18n.php: my_docs_* strings in all 4 languages
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- citations.php + assets/js/citations.js: new tool page for browsing the
FalkorDB citation graph by title/ID, with autocomplete, action pills
(cites/cited_by/implements/chain), hop-by-hop navigation, and exploration trail
- advocate.js: tag graph-expanded source cards with 'via citation graph' badge
- DeepResearchAgent: propagate _graph_expanded flag through normalizeCorpusChunk
and top_sources serialization so it reaches the frontend
- tools.css: add .dr-source-tag--graph variant (green pill)
- i18n.php: register 'citations' tool in all 4 languages with CIT icon
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
8-step NDJSON-streaming pipeline that compares two Barnevernet documents:
classifies each doc, extracts parties and timelines, cross-references both
for contradictions/deletions/additions, retrieves corpus legal context, and
synthesises a full discrepancy report with tabbed UI.
New files: DiscrepancyAgent.php, api/discrepancy.php, discrepancy.php,
discrepancy.js. Modified: FreeTier.php (cost=4), i18n.php (all 4 langs),
tool-svgs.php (DC icon), tools.css (dc-* component styles).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Additive-only change: new workbench.php authenticated page with guided
intake flow, evidence map, tool sequence, output checklist, and
sessionStorage-only note persistence. Dashboard and public index get
a new Case Workbench card. No existing tools, APIs, or prompts modified.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Live search/filter bar: filters events by keyword across event, actor, source_excerpt, date
- Actor filter chips: click to filter by actor, multi-select, teal active state
- Year/month group headers when sorted chronologically (── 2023 ──, Mar 2024 ──)
- Per-event copy button (hover-revealed 📋): copies "date · actor · event" to clipboard
- "Hide/show sources" toggle: collapses all source excerpts without re-rendering
- Count badge: "23 events · 3 actors · 2022–2025" above the list
- applyTimelineFilters() unifies sort + actor + text filters in one re-render pass
- CSV export now includes end_date column
- Reset all filter state on each new run
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- CSS: colour-coded [TAG] spans by entity type (person=pink, org=blue,
place=green, date=amber, id=purple)
- Inventory panel: collapsible list showing tag → original text mappings
with occurrence counts, sourced from new redaction_map API response key
- Before/after toggle: Redacted / Original view-switch buttons wired to
lastOriginalText captured at submission time
- One-click gpt-4o upgrade button when mini or GPU engine was used
- Backend: redaction_map built from applied LLM entities (tag → originals
+ occurrence count via substr_count on final text)
- renderResults now calls setupRedactViewToggle() after DOM is written
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Vocab textarea now shows live 0/500 char counter (turns amber at 450+)
- Animated progress bar during transcription; determinate for multi-clip, indeterminate for single
- Results card shows inline stats row (duration, language, speakers) and AI cleanup badge
- Copy button + Download TXT moved above transcript box; SRT/VTT remain below
- Speaker role legend repeats inside Segments panel for easy cross-reference
- Batch errors no longer halt the queue; remaining clips continue, failed files named in status bar
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>
Drops Roboto + IBM Plex Mono from Google Fonts, replaces with IBM Plex
Sans (matching dobetternorge.no). Nav badge loses bordered pill, becomes
plain uppercase label with slash separator. Footer cut from 3-column
text-wall (~300 words) to compact 2-column layout (~50 words) — logo +
tagline + privacy note on left, 5 links in 2 columns on right.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Removes the logged-in vs logged-out page bifurcation. index.php now
always renders the public landing (tools overview, hero, trust section)
with auth-conditional nav/hero CTAs and a two-column member/register
gate shown only to unauthenticated visitors. Authenticated workbench
extracted to new dashboard.php. Adds 8 new i18n keys across all 4
languages and new CSS for auth-nav, hero CTA, two-column gate, and
register buttons.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Each landing card now links to preview.php?tool=SLUG — a dedicated
public page with an expanded pitch, 4 capability bullets, and a
realistic Norwegian-language sample input+output for all 7 tools.
- preview.php — new public page (no auth required), switch-driven content
- includes/tool-svgs.php — extracted $toolSvgs into shared include
- index.php — require tool-svgs.php, card href → preview.php?tool=SLUG
- assets/css/tools.css — lt-preview-* component styles appended
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
External URL was unreachable from tools subdomain (CSP or cross-origin block),
causing a grey placeholder rectangle. Logo now served from assets/images/ and
brightness/invert filter removed — logo is white-on-transparent, displays
correctly on dark nav and footer without filtering.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Add sticky navy nav with logo-header.webp, Legal Tools badge, lang switcher, red CTA
- Replace showcase-hero with full-bleed dark hero (Crimson Pro, IBM Plex Mono, stat pills)
- Redesign tool cards: 3-col grid, 178px illustrated SVG art per card (7 unique illustrations)
- Add lt-trust 3-col strip and lt-access navy gate panel
- Rebuild footer with 3-col navy layout matching main site
- Add Crimson Pro / Roboto / IBM Plex Mono Google Fonts via <link> + @import
- CSS: new lt-* variables, all new landing component styles appended to tools.css
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Removes user-facing engine/model/key/beam controls. The server now picks
the best available engine automatically:
1. Microsoft Azure Speech — short clips (≤1MB, no diarization, audio/*)
2. Google Cloud Speech v2 — long audio, diarization, all languages
3. OpenAI Whisper GPU — local fallback
Results display which provider was used (e.g. "Transcribed with Google
Cloud Speech") via transcript-engine-badge and traceMeta.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Prompt now instructs the model to extract time of day (HH:MM) when
present in Norwegian formats: kl. 14:30, kl 09.00, 14:30, 14.30.
renderTimeline shows time as a muted inline annotation next to the date.
CSV export gains a Time column after Date.
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>
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>
- Source modal now shows LLM-generated document summary (lazy-gen + cached
in documents.summary) instead of raw chunk text; toggle reveals matched
chunk; "View all chunks" button fetches every chunk of the document via
new api/document-chunks.php endpoint
- Each sub-question card gets a "Branch ↓" button that pre-fills the query
with that sub-question and shows a context panel with the prior brief
summary; prior_context + branch_notes are injected into interpretSeed()
and synthesise() so the LLM knows where the research is coming from
- Upload document summaries generated at synthesis time and attached to
upload sources alongside corpus summaries
- DB: documents.summary TEXT column added to bnl_corpus on chloe
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Replace combined echr_hague slice with echr (Art.8+9, HUDOC, NIM) and hague (INCADAT,
cross-border abduction) as separate toggles; echr defaults ON, hague defaults OFF
- Add norwegian_courts slice: Domstol (src 5,26) + Rettspraksis.no (src 33, 482 docs)
- Add bufdir_guidance slice: Barneombudet (19), Bufdir (20), Statsforvalteren (31)
- Add dbn_resources slice: DBN website pages (flashcards, resource directory), defaults OFF
- Replace isWebsiteChunk() with slice-aware shouldExcludeChunk(): always strips EU AI Act
chunks (EUR-Lex source 7 leaks through when Qdrant runs unconstrained) and DBN website
pages unless dbn_resources slice is explicitly ON
- Update SLICE_DEFS in advocate.js and deep-research.js to match all 8 slices
- Backward compat: echr_hague key in incoming requests fans out to echr+hague
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
New /advocate.php tab: user selects who they represent (biological
father, mother, foster carer, CWS, etc.) and the agent takes their
side entirely. Adversarial sub-questions target supporting Lovdata
statutes + ECHR precedents; synthesis returns client_strengths[] and
opposing_weaknesses[] alongside the advocate brief.
- DeepResearchAgent: add advocateRole param to run(), interpretSeed(),
expandQueries(), synthesise(). Neutral path unchanged (empty string).
- api/deep-research.php: extract + validate advocate_role from payload;
telemetry logs tool='advocate' vs 'deep_research'.
- advocate.php: new page with role dropdown (presets + custom), same
corpus slices/engine/controls/upload zone as deep research.
- assets/js/advocate.js: page-scoped JS; renders advocate banner,
client strengths card (teal), advocate brief, opposing weaknesses
card (amber), sub-Q cards, sources, uncertainty, next step.
- assets/css/tools.css: append .adv-* rules (~120 lines).
- includes/layout.php: add Advocate nav tab between Deep research and
Summarize.
- index.php: add Advocate cap-card tile.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- api/corpus-search.php: new endpoint with three search modes (hybrid RAG, BM25 keyword, Qdrant vector)
- api/corpus-documents.php: paginated document browser by category or source name
- corpus.php: search bar with mode+language pills, Browse docs button on each category card with drill-down panel, expand toggle on each source row showing doc count and scraper class
- tools.css: all new corpus interactive styles appended
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Adds /corpus.php — a data transparency page showing what powers the
legal tools: 9 coverage categories with live doc counts, a full
sources table pulled from the corpus DB, the AI stack (LLMs, Whisper,
Qdrant, Azure AI Search, embeddings, chunking), and a pipeline flow
diagram. Stats are live via a new /api/corpus-stats.php endpoint
(queries dobetter_rag + bnl_admin). The reasoning sidebar is repurposed
as a Corpus health panel on this page.
Also ships the in-progress timeline background events toggle:
API and UI wired together via include_background param.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Three user-flagged issues after the first real run with a 920KB sakkyndig PDF:
1. dobetternorge.no marketing-website chunks leaked into the retrieval pool.
ClientRagPipeline::searchAll defaults include_beta_website=true; we now
pass false for both website flags, AND defensively drop any returned
chunk whose source_name contains "website" or title contains
"dobetternorge.no" before it can pollute synthesis.
2. Brief returned was "just a paragraph". Bumped synthesis max_tokens
2200→3200, raised timeout 120→180s, and rewrote the prompt to require
400-900 words with min 4 paragraphs when source_count>=3, covering EACH
sub-question in its own paragraph. Now also passes authority + jurisdiction
into the sources block so the model can pinpoint statutes correctly.
3. No way to see what each "sub-question agent" researched or click through
to the source articles. Restructured the results panel so per-sub-question
report cards now render ABOVE the synthesised brief. Each report shows the
question, the rationale, and the top 3 retrieved sources for that sub-Q
with title→deep link + 1-line excerpt. Brief follows. Consolidated
numbered sources list at the bottom, with titles as deep links too.
Deep-link construction: source_url is hydrated via dbnV6QueryDocumentMeta
in a single batched call after retrieval. For Lovdata sources with a
section_title containing §<n>, the link is path-anchored to that section
(/§43). For other hosts (HUDOC, Regjeringen, Bufdir, etc.) we link to the
document root URL.
Telemetry: trace_metadata now carries retrieval_counts {raw_corpus,
filtered_website, post_filter_corpus, raw_upload, after_dedupe, after_topk}
so future regressions are diagnosable from the metadata.jsonl log alone.
The completion status pill surfaces the corpus/website/upload split.
Previously the endpoint returned a single JSON object at the end. Apache+
PHP-FPM buffers the entire body until PHP exits, so a 160s azure_full run
caused the browser to drop the fetch as "Failed to fetch" while the server
was still synthesising — the response then arrived to a dead socket.
Switch to application/x-ndjson with one event per line. The endpoint emits
'progress', 'start', 'step' (running/complete/warning/error), 'subq', and a
final 'final' event carrying the full result payload. Output buffering is
explicitly disabled so each line flushes through Apache as soon as the
agent emits it.
DbnDeepResearchAgent::run() now accepts an optional ?callable $emit and
fires step:running before each step + step:complete after, plus a subq
event per sub-question retrieval round.
JS reads response.body as a stream, splits on newlines, updates the
trace panel live, and renders the final result when the final event
arrives. Status pill shows live progress detail (e.g. "Synthesising with
Azure gpt-4o — this is the slowest step…").
Engine row in the form now shows expected duration per engine
(~15-45s mini, ~60-180s full, ~30-90s GPU) so users know what they're in
for before clicking Run.