diff --git a/frontend/src/stores/lectures.ts b/frontend/src/stores/lectures.ts
index e8f2e3e..e7c259d 100644
--- a/frontend/src/stores/lectures.ts
+++ b/frontend/src/stores/lectures.ts
@@ -1,15 +1,14 @@
 import { defineStore } from 'pinia'
 import { computed, ref } from 'vue'
 import { lecturesApi, usersApi } from '@/api'
-import { mapApiLecture, mapApiReview } from '@/api/mappers'
-import type { Lecture, Review } from '@/types'
+import { mapApiLecture } from '@/api/mappers'
+import type { Lecture } from '@/types'
 import type { LectureQuery } from '@/api/types'
 import { useUserStore } from './user'
 
 export const useLecturesStore = defineStore('lectures', () => {
   const lectures = ref<Lecture[]>([])
   const registered = ref<string[]>([])
-  const reviewsByLecture = ref<Record<string, Review[]>>({})
   const loading = ref(false)
   const error = ref<string | null>(null)
 
@@ -65,14 +64,6 @@ export const useLecturesStore = defineStore('lectures', () => {
     }
   }
 
-  async function fetchReviews(lectureId: string) {
-    try {
-      reviewsByLecture.value[lectureId] = (await lecturesApi.reviews(lectureId)).map(mapApiReview)
-    } catch {
-      reviewsByLecture.value[lectureId] = []
-    }
-  }
-
   async function register(lectureId: string) {
     const lecture = lectures.value.find(item => item.id === lectureId)
     if (!lecture || lecture.freeSeats === 0 || lecture.registrationClosed || registered.value.includes(lectureId)) return
@@ -111,7 +102,6 @@ export const useLecturesStore = defineStore('lectures', () => {
   return {
     lectures,
     registered,
-    reviewsByLecture,
     loading,
     error,
     all,
@@ -120,7 +110,6 @@ export const useLecturesStore = defineStore('lectures', () => {
     fetchLectures,
     fetchLecture,
     fetchRegisteredForCurrentUser,
-    fetchReviews,
     register,
     unregister,
     isRegistered,
diff --git a/frontend/src/views/student/DashboardView.vue b/frontend/src/views/student/DashboardView.vue
index fc755a9..4617e3c 100644
--- a/frontend/src/views/student/DashboardView.vue
+++ b/frontend/src/views/student/DashboardView.vue
@@ -5,7 +5,6 @@ import { useAuthStore } from '@/stores/auth'
 import { useLecturesStore } from '@/stores/lectures'
 import { useUserStore } from '@/stores/user'
 import GlassCard from '@/components/ui/GlassCard.vue'
-import StatsWidget from '@/components/ui/StatsWidget.vue'
 import LectureCard from '@/components/ui/LectureCard.vue'
 import ProgressBar from '@/components/ui/ProgressBar.vue'
 import AchievementBadge from '@/components/ui/AchievementBadge.vue'
@@ -90,7 +89,6 @@ async function registerLecture(id: string) {
       <div class="quick-actions">
         <button class="btn-primary" @click="router.push('/catalog')">Найти лекцию</button>
         <button class="btn-secondary" @click="router.push('/my-lectures')">Мои записи</button>
-        <button class="btn-secondary" :disabled="!nextLecture" @click="nextLecture && router.push(`/review/${nextLecture.id}`)">Оставить отзыв</button>
       </div>
     </div>
 
@@ -122,13 +120,6 @@ async function registerLecture(id: string) {
     </GlassCard>
     <EmptyState v-else-if="!lectures.loading" title="Пока нет лекций" subtitle="Каталог пуст или данные ещё не синхронизированы." />
 
-    <div class="stats-row">
-      <StatsWidget label="Посещено лекций" :value="user.lecturesAttended ?? 12" icon="books" color="green" />
-      <StatsWidget label="Часов обучения" :value="user.hoursLearned ?? 18.5" icon="stopwatch" color="aqua" />
-      <StatsWidget label="Монет" :value="user.coins" icon="coin" color="orange" />
-      <StatsWidget label="Уровень" :value="user.level" icon="star" color="purple" sub="текущий уровень" />
-    </div>
-
     <GlassCard>
       <div class="xp-section">
         <div class="xp-header">
@@ -186,7 +177,7 @@ async function registerLecture(id: string) {
         <div class="section-title">
           <span class="title-with-icon">
             <AppIcon class="title-icon" icon="bell" :size="18" />
-            Напоминания
+            Увидомления
           </span>
         </div>
         <div class="reminders">
diff --git a/frontend/src/views/student/LectureDetailView.vue b/frontend/src/views/student/LectureDetailView.vue
index 3961932..1bc2d59 100644
--- a/frontend/src/views/student/LectureDetailView.vue
+++ b/frontend/src/views/student/LectureDetailView.vue
@@ -21,14 +21,12 @@ const lecture = computed(() => lecturesStore.all.find(l => l.id === lectureId.va
 const isRegistered = computed(() => (lecture.value ? lecturesStore.isRegistered(lecture.value.id) : false))
 const slotRegistrationDisabled = computed(() => !userStore.hasEnrollmentSlotAvailable && !isRegistered.value)
 const isAttended = computed(() => lecture.value?.status === 'completed')
-const reviews = computed(() => lecturesStore.reviewsByLecture[lectureId.value] ?? [])
 
 const similarLectures = computed(() => lecturesStore.all.filter(l => l.id !== lectureId.value).slice(0, 3))
 
 onMounted(async () => {
   if (!lecturesStore.all.length) await lecturesStore.fetchLectures()
   await lecturesStore.fetchLecture(lectureId.value)
-  await lecturesStore.fetchReviews(lectureId.value)
 })
 
 async function registerLecture() {
@@ -109,21 +107,6 @@ async function registerLecture() {
           </div>
         </div>
       </GlassCard>
-
-      <GlassCard>
-        <div class="section-title">LLM-сводка отзывов</div>
-        <p class="summary">
-          Студенты отмечают «понятные примеры» и «много практики». Предлагается добавить больше времени на вопросы и
-          прикладные кейсы. Средняя оценка — 4.8/5.
-        </p>
-        <div class="reviews" v-if="reviews.length">
-          <div v-for="review in reviews" :key="review.id" class="review">
-            <div class="review-head">{{ review.userName }} {{ review.sentiment }}</div>
-            <div class="review-body">{{ review.text }}</div>
-          </div>
-        </div>
-        <p v-else class="text-secondary text-sm">Отзывов пока нет.</p>
-      </GlassCard>
     </div>
 
     <section>
@@ -155,11 +138,6 @@ async function registerLecture() {
 .info-value { font-weight: 700; }
 .info-sub { font-size: 13px; color: var(--color-text-secondary); margin-top: 4px; }
 .tags { display: flex; flex-wrap: wrap; gap: 6px; }
-.summary { font-size: 14px; color: var(--color-text-secondary); line-height: 1.5; }
-.reviews { margin-top: 12px; display: flex; flex-direction: column; gap: 10px; }
-.review { padding: 10px; border-radius: var(--radius-sm); background: rgba(255,255,255,0.6); border: 1px solid var(--color-border-glass); }
-.review-head { font-weight: 600; margin-bottom: 4px; }
-.review-body { font-size: 13px; color: var(--color-text-secondary); }
 .cards-grid {
   display: grid;
   grid-template-columns: repeat(auto-fill, minmax(280px, 1fr));
diff --git a/frontend/src/views/student/ReviewFormView.vue b/frontend/src/views/student/ReviewFormView.vue
index a6dcb7d..3fc799b 100644
--- a/frontend/src/views/student/ReviewFormView.vue
+++ b/frontend/src/views/student/ReviewFormView.vue
@@ -1,17 +1,19 @@
 <script setup lang="ts">
-import { ref } from 'vue'
+import { computed, onMounted, ref } from 'vue'
 import { useRoute } from 'vue-router'
 import GlassCard from '@/components/ui/GlassCard.vue'
 import AppIcon from '@/components/ui/AppIcon.vue'
-import { reviewsApi } from '@/api'
+import { lecturesApi, reviewsApi } from '@/api'
+import type { LectureDto } from '@/api/types'
 
 const route = useRoute()
 const rating = ref<'positive' | 'neutral' | 'negative'>('positive')
-const text = ref('Лекция была хорошо структурирована, особенно понравились практические примеры и разбор кейсов.')
+const text = ref('')
 const submitted = ref(false)
-const editing = ref(false)
 const loading = ref(false)
+const lectureLoading = ref(false)
 const error = ref('')
+const lecture = ref<LectureDto | null>(null)
 
 const ratingMap = {
   positive: 'Like',
@@ -19,43 +21,77 @@ const ratingMap = {
   negative: 'Dislike',
 } as const
 
+const lectureTitle = computed(() => lecture.value?.title || lecture.value?.courseName || 'Отзыв о лекции')
+const lectureMeta = computed(() => {
+  if (!lecture.value) return ''
+
+  const startsAt = new Date(lecture.value.startsAt)
+  const date = Number.isNaN(startsAt.getTime())
+    ? ''
+    : startsAt.toLocaleString('ru-RU', {
+        day: '2-digit',
+        month: 'long',
+        hour: '2-digit',
+        minute: '2-digit',
+      })
+  const teacher = lecture.value.teacherName ? `Преподаватель: ${lecture.value.teacherName}` : ''
+  const location = lecture.value.format === 'Online' ? 'Онлайн' : lecture.value.locationName
+
+  return [date, teacher, location].filter(Boolean).join('  ')
+})
+
+async function fetchLecture() {
+  lectureLoading.value = true
+  try {
+    lecture.value = await lecturesApi.get(String(route.params.id))
+  } catch {
+    lecture.value = null
+  } finally {
+    lectureLoading.value = false
+  }
+}
+
 async function submit() {
   loading.value = true
   error.value = ''
   try {
     await reviewsApi.create(String(route.params.id), ratingMap[rating.value], text.value)
     submitted.value = true
-    editing.value = false
   } catch (err) {
     error.value = err instanceof Error ? err.message : 'Не удалось отправить отзыв.'
   } finally {
     loading.value = false
   }
 }
+
+onMounted(() => {
+  void fetchLecture()
+})
 </script>
 
 <template>
   <div class="review page-content">
     <div class="header">
       <div>
-        <h1 class="page-title">Отзыв о лекции #{{ route.params.id }}</h1>
-        <p class="text-secondary">Ваш отзыв помогает улучшать качество лекций и приносит бонусные монеты.</p>
+        <h1 class="page-title">{{ lectureLoading ? 'Загрузка лекции...' : lectureTitle }}</h1>
+        <p class="text-secondary">
+          {{ lectureMeta || 'Ваш отзыв помогает улучшать качество лекций и приносит бонусные монеты.' }}
+        </p>
       </div>
     </div>
 
     <GlassCard>
-      <div v-if="submitted && !editing" class="success-state">
+      <div v-if="submitted" class="success-state">
         <AppIcon class="success-icon" icon="circle-check" :size="32" />
         <div class="success-title">Отзыв отправлен и будет обработан</div>
         <div class="success-sub">
           Спасибо! Оценка полезности отзыва рассчитывается автоматически. Студентам не показывается техническая оценка LLM.
         </div>
-        <button class="btn-secondary" @click="editing = true">Редактировать отзыв</button>
       </div>
 
       <form v-else @submit.prevent="submit" class="form">
         <label class="field-label">Ваш отзыв о лекции</label>
-        <textarea v-model="text" rows="6" placeholder="Опишите, что было полезно, а что можно улучшить"></textarea>
+        <textarea v-model="text" rows="6"></textarea>
 
         <label class="field-label">Оценка впечатлений</label>
         <div class="rating-options">
@@ -71,7 +107,6 @@ async function submit() {
 
         <div class="form-actions">
           <button class="btn-primary" type="submit" :disabled="loading">{{ loading ? 'Отправляем...' : 'Отправить отзыв' }}</button>
-          <button class="btn-secondary" type="button" :disabled="submitted">Сохранить черновик</button>
         </div>
       </form>
     </GlassCard>
diff --git a/frontend/src/views/teacher/TeacherAnalyticsView.vue b/frontend/src/views/teacher/TeacherAnalyticsView.vue
index 53f6283..e475a52 100644
--- a/frontend/src/views/teacher/TeacherAnalyticsView.vue
+++ b/frontend/src/views/teacher/TeacherAnalyticsView.vue
@@ -82,17 +82,13 @@ watch(() => auth.user?.id, fetchTeacherAnalytics)
     </GlassCard>
 
     <GlassCard>
-      <div class="section-title">Анонимные отзывы</div>
+      <div class="section-title">Отзывы</div>
       <EmptyState v-if="!reviews.length" title="Отзывов пока нет" subtitle="Когда студенты оставят отзывы, они появятся здесь." />
       <div v-else class="reviews">
         <div v-for="review in reviews" :key="review.id" class="review">
           «{{ review.text }}»
         </div>
       </div>
-      <div class="section-title">Топ полезных отзывов</div>
-      <ul class="top-list">
-        <li v-for="review in reviews.slice(0, 2)" :key="review.id">«{{ review.text }}»</li>
-      </ul>
     </GlassCard>
   </div>
 </template>
diff --git a/frontend/src/views/teacher/TeacherDashboardView.vue b/frontend/src/views/teacher/TeacherDashboardView.vue
index 1544536..9e6ac7d 100644
--- a/frontend/src/views/teacher/TeacherDashboardView.vue
+++ b/frontend/src/views/teacher/TeacherDashboardView.vue
@@ -46,17 +46,7 @@ watch(() => auth.user?.id, fetchTeacherLectures)
     </div>
 
     <GlassCard>
-      <div class="section-title">Заметность за пределами направления</div>
-      <div class="visibility">
-        <div class="visibility-meta">
-          {{ visibility }}% студентов из других институтов
-        </div>
-        <ProgressBar :value="visibility" :max="100" />
-      </div>
-    </GlassCard>
-
-    <GlassCard>
-      <div class="section-title">Ближайшие открытые лекции</div>
+      <div class="section-title">Ближайшие лекции</div>
       <EmptyState v-if="!upcoming.length" title="Лекций пока нет" subtitle="После синхронизации или назначения лекции появятся здесь." />
       <div v-else class="upcoming">
         <div class="upcoming-item" v-for="l in upcoming" :key="l.id">