diff --git a/frontend/src/pages/AIInterviewQuestionUnseenVariationGenerator.jsx b/frontend/src/pages/AIInterviewQuestionUnseenVariationGenerator.jsx
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+import React, { useState } from "react";
+import {
+  Brain,
+  Shuffle,
+  Target,
+  CheckCircle2,
+} from "lucide-react";
+
+export default function AIInterviewQuestionUnseenVariationGenerator() {
+  const [variation, setVariation] = useState(false);
+
+  return (
+    <div className="max-w-4xl mx-auto p-6 space-y-6">
+
+      {/* Header */}
+      <div className="flex items-center gap-4">
+        <div className="p-3 rounded-xl bg-indigo-100 text-indigo-600">
+          <Brain size={28} />
+        </div>
+
+        <div>
+          <h1 className="text-2xl font-bold">
+            AI Unseen Variation Generator
+          </h1>
+
+          <p className="text-gray-500">
+            Practice new variations of concepts you already know.
+          </p>
+        </div>
+      </div>
+
+      {/* Previous Question */}
+      <div className="bg-white rounded-2xl shadow p-5">
+        <p className="text-sm text-gray-500">
+          Previously Practiced
+        </p>
+
+        <h2 className="text-xl font-bold mt-2">
+          Find the two numbers in an array that add up to a target.
+        </h2>
+
+        <div className="mt-4 inline-block px-3 py-1 rounded-full bg-indigo-100 text-indigo-700 text-sm font-semibold">
+          Concept: Hashing
+        </div>
+      </div>
+
+      {/* Generate */}
+      <div className="bg-indigo-50 rounded-2xl p-6 text-center">
+
+        <Shuffle
+          className="mx-auto text-indigo-600"
+          size={32}
+        />
+
+        <h2 className="text-xl font-bold mt-3">
+          Generate an Unseen Variation
+        </h2>
+
+        <p className="text-gray-600 mt-2">
+          The AI will change the problem structure while testing the same
+          underlying concept.
+        </p>
+
+        <button
+          onClick={() => setVariation(true)}
+          className="mt-5 px-5 py-3 rounded-xl bg-indigo-600 text-white font-semibold"
+        >
+          Generate Variation
+        </button>
+
+      </div>
+
+      {variation && (
+        <>
+          {/* New Question */}
+          <div className="bg-white rounded-2xl shadow p-5">
+
+            <div className="flex items-center gap-2">
+              <Target className="text-indigo-600" />
+
+              <h2 className="font-bold text-lg">
+                Unseen Variation
+              </h2>
+            </div>
+
+            <p className="text-gray-700 mt-4 leading-7">
+              You are given a stream of transactions and a target transaction
+              value. Determine whether two transactions processed so far can
+              combine to reach the target value while using as little memory
+              as possible.
+            </p>
+
+            <div className="flex flex-wrap gap-2 mt-4">
+
+              <span className="px-3 py-1 rounded-full bg-gray-100 text-gray-600 text-sm">
+                Same Concept: Hashing
+              </span>
+
+              <span className="px-3 py-1 rounded-full bg-gray-100 text-gray-600 text-sm">
+                New Context
+              </span>
+
+              <span className="px-3 py-1 rounded-full bg-gray-100 text-gray-600 text-sm">
+                Changed Constraints
+              </span>
+
+            </div>
+
+            <textarea
+              rows={6}
+              placeholder="Solve the new variation..."
+              className="w-full border rounded-xl p-4 mt-5 outline-none focus:ring-2 focus:ring-indigo-500"
+            />
+
+            <button className="mt-4 px-5 py-3 rounded-xl bg-indigo-600 text-white font-semibold">
+              Submit Solution
+            </button>
+
+          </div>
+
+          {/* Transfer Evaluation */}
+          <div className="bg-green-50 rounded-2xl p-5">
+
+            <div className="flex gap-3">
+              <CheckCircle2 className="text-green-600" />
+
+              <div>
+                <h2 className="font-bold text-green-700">
+                  Concept Transfer Evaluation
+                </h2>
+
+                <p className="text-gray-600 mt-2">
+                  After submission, AI will evaluate whether you successfully
+                  recognized and transferred the hashing concept to this new
+                  problem structure.
+                </p>
+              </div>
+            </div>
+
+          </div>
+
+          {/* AI Insight */}
+          <div className="bg-indigo-50 rounded-2xl p-5">
+
+            <h2 className="font-bold text-indigo-700">
+              AI Learning Insight
+            </h2>
+
+            <p className="text-gray-600 mt-2">
+              The problem uses the same core concept but removes the familiar
+              wording of the original question. This helps distinguish actual
+              understanding from memorized solution patterns.
+            </p>
+
+          </div>
+        </>
+      )}
+
+    </div>
+  );
+}
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