Fix HUDA-Net v4 frontend render loop and bridge stability

Deploy HUDA-Net Production UI v4 MVP

Add Arabic-to-English presentation translation dependencies for UI v3.2

Deploy HUDA-Net UI v3.2: Arabic/English query-aware answers and direction

Deploy HUDA-Net production UI v3: stable input and theme rendering

Deploy production UI v2.1 for HUDA-Net v43-AR

Add ZeroGPU GPU callback for HUDA-Net v43-AR

Fix ZeroGPU spaces import order for HUDA-Net v43-AR

Fix Gradio 6 SSR startup for HUDA-Net v43-AR

Fix Gradio 6 dependency conflict for HUDA-Net v43-AR

Deploy HUDA-Net v43-AR frozen neural runtime; preserve v41 rollback

Upload app.py

Upload app.py

Update hudanet_core/evidence_selection.py

Upload app.py

Create test_q3_q4_q5_final_regressions.py

Update hudanet_core/set_coverage.py

Update hudanet_core/synthesis.py

Require same-case contradiction before disputed conflict

Add semantically gated set recall for distributed evidence

Require source-level set semantics before list extraction

Revert unsafe set-valued retrieval expansion

Upload app.py

Reject nested obligation sets from distributed condition members

Honor explicit condition-member bridges in set coverage

Allow explicit obligation-condition records across linked question forms

Tighten hierarchical condition expansion and distributed set members

Update hudanet_core/pipeline.py

Update hudanet_core/synthesis.py

Enrich grounded set members from parent-specific evidence

Add condition set synthesis regression guards

Guard set-valued confidence by grounded coverage

Finalize language-safe condition set synthesis

Prefer grounded condition sets over isolated condition rules

Parse explicit Arabic coordinated lists conservatively

Isolate evidence analysis by answer language

Update condition preflight for local rule filtering

Bind condition rules to local query targets

Guard compound definitions against non-cell evidence

Refresh evidence reasons after final semantic gating

Promote direct compound definition evidence to exact

Separate answer evidence pool from display limits

Bind compound definition coverage to local evidence clauses

Prevent bibliographic metadata from creating semantic relations

Detect disputed versus decisive ruling conflicts

Require source framing for negative relational evidence

Revert "Fix anaphoric relation matching and preserve negative evidence gates"

Fix anaphoric relation matching and preserve negative evidence gates

Bind negative state to local directed relation evidence

Fix semantic evidence contracts and compound definition completeness