diff --git a/static/index.html b/static/index.html
index 0d56bf7f..bc910f9c 100644
--- a/static/index.html
+++ b/static/index.html
@@ -2257,6 +2257,46 @@ async function loadEvolutionBox() {
       }
     }
     
+    // ── 2026-08-16 假设归纳（方向一：数据驱动的优化假设）──
+    if (d.hypotheses && d.hypotheses.length > 0) {
+      h += '<div class="text-sm text-slate-400 mt-2 mb-1">🧪 数据归纳优化假设（方向一，基于最新交易数据）:</div>';
+      for (const hp of d.hypotheses.slice(0,6)) {
+        const ex = hp.excess_pp != null ? ' <span class="text-amber-400 text-xs">Δ'+hp.excess_pp+'pp</span>' : '';
+        h += '<div class="text-sm text-slate-300 mb-1 bg-slate-900/40 rounded px-2 py-1">' +
+          '<span class="font-mono font-bold text-blue-300">'+hp.strategy+'</span> ' + hp.hypothesis + ex +
+          '<div class="text-[10px] text-slate-500">证据: ' + (hp.evidence || '') + '</div></div>';
+      }
+    } else {
+      h += '<div class="text-sm text-slate-600 mt-2 mb-1">🧪 假设归纳: 暂无显著假设（交易样本不足或特征均匀）</div>';
+    }
+    
+    // ── 2026-08-16 B组候选（方向二：由果及因挖掘，AB对照）──
+    h += '<div class="text-sm text-slate-400 mt-2 mb-1">🔬 B组候选挖掘（方向二，由果及因 vs A组对照）:</div>';
+    if (d.b_group && d.b_group.length > 0) {
+      for (const b of d.b_group.slice(0,6)) {
+        h += '<div class="text-sm text-slate-300 mb-1 bg-slate-900/40 rounded px-2 py-1">' +
+          '<span class="text-emerald-400 font-bold">['+b.regime+']</span> ' + b.hypothesis +
+          ' <span class="text-slate-500 text-xs">' + (b.trades_est||'?') + '样本 反弹率' + (b.ok_rate||b.big_rate) + '%</span></div>';
+      }
+    } else {
+      h += '<div class="text-sm text-slate-600 mb-1">暂无B组候选（全市场单/双因子区分度不足——数据事实，需多因子叠加或更细温区）</div>';
+    }
+    
+    // ── 2026-08-16 策略资格概览（温区适应评估）──
+    if (d.qual_overview && d.qual_overview.length > 0) {
+      h += '<div class="text-sm text-slate-400 mt-2 mb-1">📊 策略温区资格（长期/近期/当下）:</div><div class="grid grid-cols-2 gap-1.5">';
+      for (const qo of d.qual_overview) {
+        const q = qo.qualification || {};
+        const rgTxt = Object.entries(q).map(([rg, v]) =>
+          '<span class="text-slate-500">'+rg.replace('trend_','')+'</span>' +
+          (v.long_ok?'✅':'❌')+(v.mid_ok?'✅':'❌')+(v.short_ok?'✅':'❌')).join(' ');
+        h += '<div class="bg-slate-900/40 rounded px-2 py-1 text-xs">' +
+          '<span class="font-mono font-bold text-blue-300">'+qo.strategy+'</span> ' +
+          '<span class="text-slate-500">'+qo.market+'</span><div class="text-[10px]">'+rgTxt+'</div></div>';
+      }
+      h += '</div>';
+    }
+    
     box.innerHTML = h;
   } catch (e) { box.innerHTML = '<div class="text-sm text-red-400">进化模块加载失败: '+e.message+'</div>'; }
 }