diff --git a/includes/Classifai/Admin/Notifications.php b/includes/Classifai/Admin/Notifications.php
index 307d06865..75a5292bf 100644
--- a/includes/Classifai/Admin/Notifications.php
+++ b/includes/Classifai/Admin/Notifications.php
@@ -2,6 +2,8 @@
 
 namespace Classifai\Admin;
 
+use Classifai\Features\DescriptiveTextGenerator;
+
 class Notifications {
 
 	/**
@@ -24,6 +26,9 @@ public function can_register(): bool {
 	public function register() {
 		add_action( 'classifai_activation_hook', [ $this, 'add_activation_notice' ] );
 		add_action( 'admin_notices', [ $this, 'maybe_render_notices' ], 0 );
+		add_action( 'admin_notices', [ $this, 'thresholds_update_notice' ] );
+		add_action( 'admin_enqueue_scripts', [ $this, 'add_dismiss_script' ] );
+		add_action( 'wp_ajax_classifai_dismiss_notice', [ $this, 'ajax_maybe_dismiss_notice' ] );
 	}
 
 	/**
@@ -76,4 +81,135 @@ public function maybe_render_notices() {
 			delete_transient( 'classifai_activation_notice' );
 		}
 	}
+
+	/**
+	 * Print out a script to dismiss a notice.
+	 *
+	 * This allows us to save that a user has dismissed a notice.
+	 *
+	 * Influenced by https://github.com/WPTT/admin-notices/blob/af52f563398b42cff82d38eefa55c8121d698ebe/src/Dismiss.php#L77
+	 */
+	public function add_dismiss_script() {
+		$nonce          = wp_create_nonce( 'classifai_dismissible_notice' );
+		$admin_ajax_url = esc_url( admin_url( 'admin-ajax.php' ) );
+
+		$script = <<<EOD
+jQuery( function() {
+    const dismissBtn = document.querySelector( '.classifai-dismissible-notice' );
+
+	if ( ! dismissBtn ) {
+		return;
+	}
+
+    // Add an event listener to the dismiss button.
+    dismissBtn.addEventListener( 'click', function( event ) {
+		const id = dismissBtn.getAttribute( 'data-notice' );
+
+		if ( ! id ) {
+			return;
+		}
+
+		const httpRequest = new XMLHttpRequest();
+    	let postData = '';
+
+    	// Build the data to send in our request.
+    	// Data has to be formatted as a string here.
+    	postData += 'notice_id=' + id;
+    	postData += '&action=classifai_dismiss_notice';
+    	postData += '&nonce=$nonce';
+
+    	httpRequest.open( 'POST', '$admin_ajax_url' );
+    	httpRequest.setRequestHeader( 'Content-Type', 'application/x-www-form-urlencoded' )
+    	httpRequest.send( postData );
+    });
+});
+EOD;
+
+		wp_add_inline_script( 'common', $script, 'after' );
+	}
+
+	/**
+	 * Verify ajax request and dismiss the notice.
+	 *
+	 * Influenced by https://github.com/WPTT/admin-notices/blob/af52f563398b42cff82d38eefa55c8121d698ebe/src/Dismiss.php#L133
+	 */
+	public function ajax_maybe_dismiss_notice() {
+		if ( ! isset( $_POST['action'] ) || 'classifai_dismiss_notice' !== $_POST['action'] ) {
+			return;
+		}
+
+		if ( ! isset( $_POST['notice_id'] ) ) {
+			return;
+		}
+
+		check_ajax_referer( 'classifai_dismissible_notice', 'nonce' );
+
+		$notice_id = sanitize_text_field( wp_unslash( $_POST['notice_id'] ) );
+
+		update_user_meta( get_current_user_id(), "classifai_dismissed_{$notice_id}", true );
+	}
+
+	/**
+	 * Display a dismissable admin notice when a threshold may need updating.
+	 *
+	 * We used to recommend thresholds between 70-75% but in the latest
+	 * version of the AI Vision API, seems 55% is a better threshold.
+	 */
+	public function thresholds_update_notice() {
+		$features = [
+			'feature_descriptive_text_generator' => 'Classifai\Features\DescriptiveTextGenerator',
+		];
+
+		foreach ( $features as $name => $feature_class ) {
+			if ( ! class_exists( $feature_class ) ) {
+				continue;
+			}
+
+			$feature_instance = new $feature_class();
+
+			// Don't show the notice if the feature is not enabled.
+			if ( ! $feature_instance->is_feature_enabled() ) {
+				continue;
+			}
+
+			$settings = $feature_instance->get_settings( 'ms_computer_vision' );
+			$key      = '';
+			$message  = '';
+
+			switch ( $feature_instance::ID ) {
+				case DescriptiveTextGenerator::ID:
+					$key     = 'descriptive_confidence_threshold';
+					$message = __( 'The previous recommended threshold for descriptive text generation was 75% but we find better results now at around 55%.', 'classifai' );
+					break;
+			}
+
+			// Don't show the notice if the user has already dismissed it.
+			if ( get_user_meta( get_current_user_id(), "classifai_dismissed_{$key}", true ) ) {
+				continue;
+			}
+
+			// Don't show the notice if the threshold is already at 55% or lower.
+			if ( $key && isset( $settings[ $key ] ) && $settings[ $key ] <= 55 ) {
+				continue;
+			}
+			?>
+
+			<div class="notice notice-warning is-dismissible classifai-dismissible-notice" data-notice="<?php echo esc_attr( $key ); ?>">
+				<p>
+					<?php
+					echo wp_kses_post(
+						sprintf(
+							// translators: %1$s: Feature specific message; %2$s: URL to Feature settings.
+							__( 'ClassifAI has updated to the v3.2 of the Azure AI Vision API. %1$s <a href="%2$s">Click here to adjust those settings</a>.', 'classifai' ),
+							esc_html( $message ),
+							esc_url( admin_url( "tools.php?page=classifai&tab=image_processing&feature=$name" ) )
+						)
+					);
+					?>
+				</p>
+			</div>
+
+			<?php
+		}
+	}
 }
diff --git a/includes/Classifai/Providers/Azure/ComputerVision.php b/includes/Classifai/Providers/Azure/ComputerVision.php
index a5fa8735d..dc2949016 100644
--- a/includes/Classifai/Providers/Azure/ComputerVision.php
+++ b/includes/Classifai/Providers/Azure/ComputerVision.php
@@ -25,7 +25,7 @@ class ComputerVision extends Provider {
 	/**
 	 * @var string URL fragment to the analyze API endpoint
 	 */
-	protected $analyze_url = 'vision/v3.0/analyze';
+	protected $analyze_url = 'vision/v3.2/analyze';
 
 	/**
 	 * ComputerVision constructor.
@@ -113,7 +113,7 @@ public function add_descriptive_text_generation_fields() {
 				'min'           => 1,
 				'step'          => 1,
 				'default_value' => $settings['descriptive_confidence_threshold'],
-				'description'   => esc_html__( 'Minimum confidence score for automatically added generated text, numeric value from 0-100. Recommended to be set to at least 75.', 'classifai' ),
+				'description'   => esc_html__( 'Minimum confidence score for automatically added generated text, numeric value from 0-100. Recommended to be set to at least 55.', 'classifai' ),
 				'class'         => 'classifai-provider-field hidden provider-scope-' . static::ID, // Important to add this.
 			]
 		);
@@ -162,7 +162,7 @@ public function get_default_provider_settings(): array {
 				return array_merge(
 					$common_settings,
 					[
-						'descriptive_confidence_threshold' => 75,
+						'descriptive_confidence_threshold' => 55,
 					]
 				);
 
@@ -617,8 +617,14 @@ protected function scan_image( string $image_url, \Classifai\Features\Feature $f
 		if ( ! is_wp_error( $response ) ) {
 			$body = json_decode( wp_remote_retrieve_body( $response ) );
 
-			if ( 200 !== wp_remote_retrieve_response_code( $response ) && isset( $body->message ) ) {
-				$rtn = new WP_Error( $body->code ?? 'error', $body->message, $body );
+			if ( 200 !== wp_remote_retrieve_response_code( $response ) ) {
+				if ( isset( $body->error ) ) {
+					$rtn = new WP_Error( $body->error->code ?? 'error', $body->error->message ?? esc_html__( 'An error occurred.', 'classifai' ), $body );
+				} elseif ( isset( $body->message ) ) {
+					$rtn = new WP_Error( $body->code ?? 'error', $body->message, $body );
+				} else {
+					$rtn = new WP_Error( 'error', esc_html__( 'An error occurred.', 'classifai' ), $body );
+				}
 			} else {
 				$rtn = $body;
 			}
diff --git a/includes/Classifai/Providers/Azure/SmartCropping.php b/includes/Classifai/Providers/Azure/SmartCropping.php
index c80562e3a..4ab177314 100644
--- a/includes/Classifai/Providers/Azure/SmartCropping.php
+++ b/includes/Classifai/Providers/Azure/SmartCropping.php
@@ -26,7 +26,7 @@ class SmartCropping {
 	 *
 	 * @var string
 	 */
-	const API_PATH = 'vision/v3.1/generateThumbnail/';
+	const API_PATH = 'vision/v3.2/generateThumbnail/';
 
 	/**
 	 * ComputerVisition settings.
diff --git a/tests/Classifai/Azure/ComputerVisionTest.php b/tests/Classifai/Azure/ComputerVisionTest.php
index 867bf5cef..1abb424e1 100644
--- a/tests/Classifai/Azure/ComputerVisionTest.php
+++ b/tests/Classifai/Azure/ComputerVisionTest.php
@@ -42,7 +42,7 @@ public function test_get_debug_information() {
 		$this->assertEquals(
 			[
 				'Generate descriptive text' => '0, 0, 0',
-				'Confidence threshold'      => 75,
+				'Confidence threshold'      => 55,
 				'Latest response:'          => 'N/A',
 			],
 			$this->provider->get_debug_information(
diff --git a/tests/Classifai/Providers/Azure/ComputerVisionTest.php b/tests/Classifai/Providers/Azure/ComputerVisionTest.php
index 24ff0bfe0..afcd874b8 100644
--- a/tests/Classifai/Providers/Azure/ComputerVisionTest.php
+++ b/tests/Classifai/Providers/Azure/ComputerVisionTest.php
@@ -85,7 +85,7 @@ public function test_no_computer_vision_option_set() {
 					'endpoint_url' => '',
 					'api_key' => '',
 					'authenticated' => false,
-					'descriptive_confidence_threshold' => 75,
+					'descriptive_confidence_threshold' => 55,
 				],
 			]
 		);
diff --git a/tests/Classifai/Providers/Azure/SmartCroppingTest.php b/tests/Classifai/Providers/Azure/SmartCroppingTest.php
index c9ae44a9a..5d15cd4b4 100644
--- a/tests/Classifai/Providers/Azure/SmartCroppingTest.php
+++ b/tests/Classifai/Providers/Azure/SmartCroppingTest.php
@@ -188,7 +188,7 @@ public function test_get_cropped_thumbnail() {
 	 */
 	public function test_get_api_url() {
 		$this->assertEquals(
-			'my-api-url.com/vision/v3.1/generateThumbnail/',
+			'my-api-url.com/vision/v3.2/generateThumbnail/',
 			$this->get_smart_cropping()->get_api_url()
 		);
 	}
diff --git a/tests/cypress/integration/language-processing/classify-content-ibm-watson.test.js b/tests/cypress/integration/language-processing/classify-content-ibm-watson.test.js
index 27830c048..578b153da 100644
--- a/tests/cypress/integration/language-processing/classify-content-ibm-watson.test.js
+++ b/tests/cypress/integration/language-processing/classify-content-ibm-watson.test.js
@@ -237,6 +237,7 @@ describe( '[Language processing] Classify content (IBM Watson - NLU) Tests', ()
 
 	it( 'Can create post and taxonomy terms get created by ClassifAI (with default threshold)', () => {
 		const threshold = 0.7;
+
 		// Create Test Post
 		cy.createPost( {
 			title: 'Test NLU post',
diff --git a/tests/test-plugin/e2e-test-plugin.php b/tests/test-plugin/e2e-test-plugin.php
index de9ea512c..8ce052df1 100644
--- a/tests/test-plugin/e2e-test-plugin.php
+++ b/tests/test-plugin/e2e-test-plugin.php
@@ -64,11 +64,11 @@ function classifai_test_mock_http_requests( $preempt, $parsed_args, $url ) {
 		);
 	} elseif ( strpos( $url, 'https://api.openai.com/v1/embeddings' ) !== false ) {
 		$response = file_get_contents( __DIR__ . '/embeddings.json' );
-	} elseif ( strpos( $url, 'http://e2e-test-image-processing.test/vision/v3.0/analyze' ) !== false ) {
+	} elseif ( strpos( $url, 'http://e2e-test-image-processing.test/vision/v3.2/analyze' ) !== false ) {
 		$response = file_get_contents( __DIR__ . '/image_analyze.json' );
 	} elseif ( strpos( $url, 'http://e2e-test-image-processing.test/vision/v3.2/ocr' ) !== false ) {
 		$response = file_get_contents( __DIR__ . '/ocr.json' );
-	} elseif ( strpos( $url, 'http://e2e-test-image-processing.test/vision/v3.1/generateThumbnail' ) !== false ) {
+	} elseif ( strpos( $url, 'http://e2e-test-image-processing.test/vision/v3.2/generateThumbnail' ) !== false ) {
 		$response = file_get_contents( __DIR__ . '../classifai/assets/img/icon256x256.png' );
 	} elseif ( strpos( $url, 'http://e2e-test-image-processing.test/pdf-read-result' ) !== false ) {
 		$response = file_get_contents( __DIR__ . '/pdf.json' );