diff --git a/backend/src/services/synthesis.rs b/backend/src/services/synthesis.rs
index 516e6c8..464a0fc 100644
--- a/backend/src/services/synthesis.rs
+++ b/backend/src/services/synthesis.rs
@@ -314,42 +314,28 @@ async fn run_generation_inner(
     // Step 7b: Filter out homepage URLs (path == "/" or empty)
     let parsed = filter_homepage_urls(parsed);
 
-    // Step 8: Adaptive pipeline — decide whether to scrape+rewrite or use search results directly
+    // Step 8: Scrape + rewrite pass
     //
-    // If the provider supports native web search and the search pass produced high-quality
-    // results (>70% valid URLs starting with http), we can skip the expensive scrape+rewrite
-    // pass and use the search results directly.
-    let final_sections = if provider.supports_web_search() && url_quality_sufficient(&parsed) {
-        tracing::info!(
-            provider = provider.provider_id(),
-            "Search pass URL quality sufficient, skipping scrape+rewrite pass"
-        );
-        emit_progress(
-            tx,
-            "finalizing",
-            "Resultats de recherche de bonne qualite, finalisation directe...",
-            85,
-        );
-        build_final_sections(&raw_results, &settings.categories)?
-    } else {
-        // Full pipeline: scrape + rewrite
-        emit_progress(tx, "scraping", "Verification des sources...", 45);
-        let scraped = scrape_articles(state, &parsed, settings.max_age_days as i64, tx).await;
-
-        // Rate limit check (pass 2)
-        check_rate_limit(state, &user_rate_limiter, &provider_name)?;
+    // Always run the full pipeline: the search pass URLs can be hallucinated
+    // by the LLM (Wikipedia, corporate sites instead of actual articles).
+    // The scrape pass fetches each URL and validates the content exists,
+    // then the rewrite pass produces summaries based on actual article content.
+    emit_progress(tx, "scraping", "Verification des sources...", 45);
+    let scraped = scrape_articles(state, &parsed, settings.max_age_days as i64, tx).await;
+
+    // Rate limit check (pass 2)
+    check_rate_limit(state, &user_rate_limiter, &provider_name)?;
 
-        // LLM rewrite pass
-        emit_progress(tx, "rewrite", "Redaction des resumes...", 80);
-        let (rewrite_system, rewrite_user) = prompts::build_rewrite_prompt(&scraped);
+    // LLM rewrite pass
+    emit_progress(tx, "rewrite", "Redaction des resumes...", 80);
+    let (rewrite_system, rewrite_user) = prompts::build_rewrite_prompt(&scraped);
 
-        let final_results = provider
-            .generate_rewrite_pass(&model_writing, &rewrite_system, &rewrite_user, &schema)
-            .await?;
+    let final_results = provider
+        .generate_rewrite_pass(&model_writing, &rewrite_system, &rewrite_user, &schema)
+        .await?;
 
-        emit_progress(tx, "finalizing", "Finalisation...", 90);
-        build_final_sections(&final_results, &settings.categories)?
-    };
+    emit_progress(tx, "finalizing", "Finalisation...", 90);
+    let final_sections = build_final_sections(&final_results, &settings.categories)?;
 
     // Step 12: Save synthesis to DB
     emit_progress(tx, "saving", "Sauvegarde de la synthese...", 95);