diff --git a/invokeai/frontend/web/public/locales/en.json b/invokeai/frontend/web/public/locales/en.json
index 1d21249278..524be21a28 100644
--- a/invokeai/frontend/web/public/locales/en.json
+++ b/invokeai/frontend/web/public/locales/en.json
@@ -105,6 +105,7 @@
         "negativePrompt": "Negative Prompt",
         "discordLabel": "Discord",
         "dontAskMeAgain": "Don't ask me again",
+        "dontShowMeThese": "Don't show me these",
         "editor": "Editor",
         "error": "Error",
         "file": "File",
@@ -1099,6 +1100,8 @@
         "displayInProgress": "Display Progress Images",
         "enableImageDebugging": "Enable Image Debugging",
         "enableInformationalPopovers": "Enable Informational Popovers",
+        "informationalPopoversDisabled": "Informational Popovers Disabled",
+        "informationalPopoversDisabledDesc": "Informational popovers have been disabled. Enable them in Settings.",
         "enableInvisibleWatermark": "Enable Invisible Watermark",
         "enableNSFWChecker": "Enable NSFW Checker",
         "general": "General",
diff --git a/invokeai/frontend/web/src/common/components/InformationalPopover/InformationalPopover.tsx b/invokeai/frontend/web/src/common/components/InformationalPopover/InformationalPopover.tsx
index 935212ee58..cb295bb0f4 100644
--- a/invokeai/frontend/web/src/common/components/InformationalPopover/InformationalPopover.tsx
+++ b/invokeai/frontend/web/src/common/components/InformationalPopover/InformationalPopover.tsx
@@ -10,9 +10,12 @@ import {
   PopoverContent,
   PopoverTrigger,
   Portal,
+  Spacer,
   Text,
 } from '@invoke-ai/ui-library';
-import { useAppSelector } from 'app/store/storeHooks';
+import { useAppDispatch, useAppSelector } from 'app/store/storeHooks';
+import { setShouldEnableInformationalPopovers } from 'features/system/store/systemSlice';
+import { toast } from 'features/toast/toast';
 import { merge, omit } from 'lodash-es';
 import type { ReactElement } from 'react';
 import { memo, useCallback, useMemo } from 'react';
@@ -71,7 +74,7 @@ type ContentProps = {
 
 const Content = ({ data, feature }: ContentProps) => {
   const { t } = useTranslation();
-
+  const dispatch = useAppDispatch();
   const heading = useMemo<string | undefined>(() => t(`popovers.${feature}.heading`), [feature, t]);
 
   const paragraphs = useMemo<string[]>(
@@ -82,16 +85,25 @@ const Content = ({ data, feature }: ContentProps) => {
     [feature, t]
   );
 
-  const handleClick = useCallback(() => {
+  const onClickLearnMore = useCallback(() => {
     if (!data?.href) {
       return;
     }
     window.open(data.href);
   }, [data?.href]);
 
+  const onClickDontShowMeThese = useCallback(() => {
+    dispatch(setShouldEnableInformationalPopovers(false));
+    toast({
+      title: t('settings.informationalPopoversDisabled'),
+      description: t('settings.informationalPopoversDisabledDesc'),
+      status: 'info',
+    });
+  }, [dispatch, t]);
+
   return (
-    <PopoverContent w={96}>
-      <PopoverCloseButton />
+    <PopoverContent maxW={300}>
+      <PopoverCloseButton top={2} />
       <PopoverBody>
         <Flex gap={2} flexDirection="column" alignItems="flex-start">
           {heading && (
@@ -116,20 +128,19 @@ const Content = ({ data, feature }: ContentProps) => {
           {paragraphs.map((p) => (
             <Text key={p}>{p}</Text>
           ))}
-          {data?.href && (
-            <>
-              <Divider />
-              <Button
-                pt={1}
-                onClick={handleClick}
-                leftIcon={<PiArrowSquareOutBold />}
-                alignSelf="flex-end"
-                variant="link"
-              >
+
+          <Divider />
+          <Flex alignItems="center" justifyContent="space-between" w="full">
+            <Button onClick={onClickDontShowMeThese} variant="link" size="sm">
+              {t('common.dontShowMeThese')}
+            </Button>
+            <Spacer />
+            {data?.href && (
+              <Button onClick={onClickLearnMore} leftIcon={<PiArrowSquareOutBold />} variant="link" size="sm">
                 {t('common.learnMore') ?? heading}
               </Button>
-            </>
-          )}
+            )}
+          </Flex>
         </Flex>
       </PopoverBody>
     </PopoverContent>