OptimAIze - AI Panel Optimization | <?php echo APP

isLoggedIn() || !$auth->isAdmin()) { header('Location: login.php'); exit; } $currentUser = $auth->getCurrentUser(); $db = Database::getInstance(); // ONLY RESET STUCK RUNNING STATE - PRESERVE PROGRESS try { // Reset ONLY the running flag, preserve all progress data $db->query("UPDATE optimization_analysis_state SET is_running = 0, should_pause = 0 WHERE is_running = 1"); // Ensure we have an analysis state record but don't reset progress $stateCheck = $db->query("SELECT COUNT(*) as count FROM optimization_analysis_state"); if ($stateCheck && $stateCheck->fetch_assoc()['count'] == 0) { // Only create if doesn't exist, don't reset existing progress $db->query("INSERT INTO optimization_analysis_state (total_combinations, processed_combinations, is_running, started_at, should_pause) VALUES (0, 0, 0, NOW(), 0)"); } } catch (Exception $e) { // Ignore errors - table might not exist yet } // Get current statistics $stats = []; try { // Total directives $totalResult = $db->query("SELECT COUNT(*) as count FROM panel_directives"); $stats['total'] = $totalResult ? $totalResult->fetch_assoc()['count'] : 0; // Processed directives $processedResult = $db->query("SELECT COUNT(*) as count FROM panel_directives WHERE llm_checked = 1"); $stats['processed'] = $processedResult ? $processedResult->fetch_assoc()['count'] : 0; // Impossible combinations $impossibleResult = $db->query("SELECT COUNT(*) as count FROM panel_directives WHERE llm_checked = 1 AND is_impossible = 1"); $stats['impossible'] = $impossibleResult ? $impossibleResult->fetch_assoc()['count'] : 0; // Progress percentage $stats['progress'] = $stats['total'] > 0 ? ($stats['processed'] / $stats['total']) * 100 : 0; } catch (Exception $e) { $stats = ['total' => 0, 'processed' => 0, 'impossible' => 0, 'progress' => 0]; } // Get recent impossible combinations for display (analyzed only) $impossibleCombinations = []; try { // Only get combinations that have been analyzed and found impossible $impossibleQuery = $db->query(" SELECT id, attribute1_name, choice1, attribute2_name, choice2, status, llm_reasoning, updated_at FROM panel_directives WHERE llm_checked = 1 AND is_impossible = 1 ORDER BY updated_at DESC LIMIT 50 "); if ($impossibleQuery) { while ($row = $impossibleQuery->fetch_assoc()) { $impossibleCombinations[] = $row; } } } catch (Exception $e) { // Ignore errors } ?> OptimAIze - AI Panel Optimization | <?php echo APP_NAME; ?>

Total Combinations

Demographic combinations to analyze

Analyzed

Combinations processed by AI

Impossible Found

Unrealistic combinations identified

Optimization Rate

0 ? number_format(($stats['impossible'] / $stats['total']) * 100, 1) : '0'; ?>%

Panel accuracy improvement

Analysis Control

Click "Start Analysis" to begin AI-powered demographic combination analysis.
Note: Generate combination directives first in the Base section. Ready to analyze remaining combinations.

Preparing analysis...

🔧 OptimAIze interface loaded and ready

Impossible Combinations

Directive ID	Impossible Combination Detail	Status	Actions
OPT-	= + = 100 ? '...' : ''; ?>
No impossible combinations found yet. Start analysis to discover unrealistic demographic combinations.

OptimAIze Analysis

Analysis Control

Impossible Combinations