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AI framework usage without user session
We are evaluating various AI frameworks to use within our code, and are hoping to use some of the build-in frameworks in macOS including CoreML and Vision. However, we need to use these frameworks in a background process (system extension) that has no user session attached to it. (To be pedantic, we'll be using an XPC service that is spawned by the system extension, but neither would have an associated user session). Saying the daemon-safe frameworks list has not been updated in a while is an understatement, but it's all we have to go on. CoreGraphics isn't even listed--back then it part of ApplicationServices (I think?) and ApplicationServices is a no go. Vision does use CoreGraphics symbols and data types so I have doubts. We do have a POC that uses both frameworks and they seem to function fine but obviously having something official is better. Any Apple engineers that can comment on this?
Topic: Machine Learning & AI SubTopic: General Tags:
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187
1w
Reply to CoreML regression between macOS 26.0.1 and macOS 26.1 Beta causing scrambled tensor outputs
I've been working with CoreML extensively across macOS 26.x betas and can confirm this regression affects audio processing models as well, not just diffusion architectures. After investigating with Metal GPU capture, the pattern strongly suggests a stride alignment issue in the MLMultiArray backing store when the compute unit dispatches to GPU/ANE. Here are the workarounds I've found while waiting for an official fix: Force CPU-only execution as a temporary fix: let config = MLModelConfiguration() config.computeUnits = .cpuOnly let model = try MyModel(configuration: config) This avoids the corrupted GPU/ANE path entirely. Performance takes a hit, but results are correct. If you need GPU performance, pin to CPU+GPU and avoid the ANE: config.computeUnits = .cpuAndGPU // excludes Neural Engine In my testing, the corruption is most severe on the ANE path. CPU+GPU gives roughly 70% of the full .all performance without the scrambled outputs. Runtime validation to degrade gracefully across OS versions: func
Topic: Machine Learning & AI SubTopic: Core ML Tags:
1w
Reply to Content Filter Permission Prompt Not Appearing in TestFlight
Hi, Still in TestFlight: ciphermld Failed to fetch Token Issuer Directory. { URL: https://gateway.icloud.com/pat-issuer-directory?issuer=pir.**.* Status Code: 404, ... pir-tester looks good: ./PirTester query --pir-server-url https://pir.. --privacy-pass-url https://issuer.. --pir-usecase .url.filtering --user-token **** --ohttp-config-url https://ohttp.*****.***/.well-known/ohttp-gateway --ohttp-gateway-url https://ohttp.*****.***/.well-known/ohttp-gateway .com/url-filter-test PIR Server URL: https://pir..** Privacy Pass URL: https://issuer.**. PIR Use Case: *****.app.url.filtering User Token: ***** Fetching OHTTP key configuration from https://ohttp.*****.***l/.well-known/ohttp-gateway... OHTTP enabled, gateway: https://ohttp.*****.***/.well-known/ohttp-gateway Running full PIR lookup (fetching tokens, config, keys, and querying)... Querying keyword: ***.com/url-filter-test ✓ PIR query completed successfully, value=1 Result for '***.com/url-filter-test': 1 ✓ Full PIR lookup completed successfully I wrote C
Topic: App & System Services SubTopic: Networking Tags:
1w
App Review Issue
It has been approximately three weeks since we submitted our app for review via App Store Connect, but it remains In Review and the review process has not been completed. For this reason, we also requested an expedited app review to the App Review Team last week. Will the review proceed if we simply wait? Is there any way to check the detailed status of this app review?
Topic: App Store Distribution & Marketing SubTopic: App Review Tags:
7
0
388
1w
Reply to App Review Issue
@AJAS_M_M My app, which was stuck in Apple's review process as mentioned. After that my App rejected multiple times due to the complex login procedure of my app requiring additional further explanation. However, it was finally approved on February 18, 2026. Regarding Apple's comment on January 26th: Thank you for your post. We're investigating and will contact you in App Store Connect to provide further assistance. If you continue to experience issues during review, please contact us. I actually followed the link provided there and requested an expedited app review by navigating to contact us > Get help with a new issue > App Review > request an expedited app review. Based on my experience, I believe this is the only thing we can do on our end in such situations. I hope your review process concludes successfully as well.
Topic: App Store Distribution & Marketing SubTopic: App Review Tags:
1w
Custom Reports GET API returning 403 Forbidden since March 16, 2026 — POST still works
Hi Apple Developer Community, Since March 16, 2026, our integration with the Apple Ads Campaign Management API (v5) is returning 403 Forbidden on all GET requests to the custom-reports endpoint, while POST requests to create reports continue to work without any issues. Environment API Version: v5 Base URL: https://api.searchads.apple.com/api/v5/ Authentication: OAuth 2.0 (Bearer token — token generation works fine) API User Role: API Account Manager What's broken GET /api/v5/custom-reports/63638557 → 403 Forbidden The response is raw HTML from Apple's gateway, not a JSON API error: 403 Forbidden 403 Forbidden Apple This indicates the request is being blocked at the reverse proxy / infrastructure level and never reaches the API application layer. A proper API-level authorization error would return JSON with messageCode and message fields. What still works POST creates report successfully POST /api/v5/custom-reports → 200 OK Response: { data: { id: 63638557, name: Impression_Share
Topic: App Store Distribution & Marketing SubTopic: General Tags:
1
0
88
1w
Rejected a couple of time for 5.1.1/5.1.2 - AI consent screen not seen by reviewers despite being first screen on launch
I've been rejected a couple of times for Guidelines 5.1.1(i) and 5.1.2(i) regarding third-party AI data sharing consent. Each time, the reviewer states they cannot see the consent prompt, even though it is the first screen displayed on every app launch. My app (GymFusion) uses Anthropic's Claude AI for features like meal scanning, body composition analysis, and workout coaching. Here is exactly what I've implemented: IN-APP CONSENT (embedded in view hierarchy, not a sheet/popup): In my RootView.swift, the consent is a conditional view that blocks the entire app: } else if !consentManager.hasConsented && !consentManager.hasSeenConsent { AIConsentView() } else if auth.isAuthenticated { MainTabView() } The hasSeenConsent flag is reset to false on every app launch in the App's init(), so the consent screen appears on every launch until the user accepts: init() { UserDefaults.standard.set(false, forKey: user_ai_consent_seen) AIConsentManager.shared.hasSeenConsent = false FirebaseApp.configure() } THE CONSE
Topic: App Store Distribution & Marketing SubTopic: App Review Tags:
4
0
184
1w
How to enter Picture-in-Picture on background from inline playback in WKWebView
I'm building a Capacitor iOS app with a plain element playing an MP4 file inline. I want Picture-in-Picture to activate automatically when the user goes home — swipe up from the bottom edge of the screen (on an iPhone with Face ID) or press the Home button (on an iPhone with a Home button). Fullscreen → background works perfectly — iOS automatically enters Picture-in-Picture. But I need this to work from inline playback without requiring the user to enter fullscreen first. Setup // AppDelegate.swift let audioSession = AVAudioSession.sharedInstance() try? audioSession.setCategory(.playback, mode: .moviePlayback) try? audioSession.setActive(true) UIBackgroundModes: audio in Info.plist allowsPictureInPictureMediaPlayback is true (Apple default) iOS 26.3.1, WKWebView via Capacitor What I've tried 1. autopictureinpicture attribute WKWebView doesn't honor this attribute from inline playback. It only works when transitioning from fullscreen. 2. requestPictureInPicture() on visibilitychange document.addEventListe
Topic: Safari & Web SubTopic: General Tags:
1
0
625
1w
Reply to Push Notifications not received on app.
All these 5 notifications have failed to be delivered to the devices because they were offline at the time, and these devices in particular have been offline for a while. This usually happens if the push token has changed for some reason (migrating to a new device, restoring from backup, deleting and reinstalling your app, etc.), but your server has not been updated to use the new token for this user. It could also be that these particular devices have died, given to someone else or sold, and so on, in a way that the device identifies by that token no longer exists. These are common occurrences. When you say same notification sometimes works, if you are implying that one notification to the same push token fails, but another works, then I would like to see the apns-ids for those 2 push requests to compare. If the device exhibiting that on/off behavior is one other than the devices you listed here, it is also possible that device is on a less reliable network connection that could be going offline fre
Topic: App & System Services SubTopic: Notifications Tags:
1w
Unable to capture only the cursor in macOS Tahoe
Precondition: In system settings, scale the pointer size up to the max. Our SCScreenshotManager code currently works in macOS 15 and earlier to capture the cursor at it's larger size, but broke in one of the minor releases of macOS Tahoe. The error it produces now is Failed to start stream due to audio/video capture failure. This only seems to happen with the cursor window, not any others. Another way to get the cursor is with https://developer.apple.com/documentation/appkit/nscursor/currentsystem, but that is now deprecated, which makes me think the capture of the cursor is being blocked deliberately. We see this as a critical loss of functionality for our apps, and could use guidance on what to use instead.
Topic: Media Technologies SubTopic: General Tags:
1
0
345
1w
AI framework usage without user session
We are evaluating various AI frameworks to use within our code, and are hoping to use some of the build-in frameworks in macOS including CoreML and Vision. However, we need to use these frameworks in a background process (system extension) that has no user session attached to it. (To be pedantic, we'll be using an XPC service that is spawned by the system extension, but neither would have an associated user session). Saying the daemon-safe frameworks list has not been updated in a while is an understatement, but it's all we have to go on. CoreGraphics isn't even listed--back then it part of ApplicationServices (I think?) and ApplicationServices is a no go. Vision does use CoreGraphics symbols and data types so I have doubts. We do have a POC that uses both frameworks and they seem to function fine but obviously having something official is better. Any Apple engineers that can comment on this?
Topic: Machine Learning & AI SubTopic: General Tags:
Replies
1
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0
Views
187
Activity
1w
Reply to CoreML regression between macOS 26.0.1 and macOS 26.1 Beta causing scrambled tensor outputs
I've been working with CoreML extensively across macOS 26.x betas and can confirm this regression affects audio processing models as well, not just diffusion architectures. After investigating with Metal GPU capture, the pattern strongly suggests a stride alignment issue in the MLMultiArray backing store when the compute unit dispatches to GPU/ANE. Here are the workarounds I've found while waiting for an official fix: Force CPU-only execution as a temporary fix: let config = MLModelConfiguration() config.computeUnits = .cpuOnly let model = try MyModel(configuration: config) This avoids the corrupted GPU/ANE path entirely. Performance takes a hit, but results are correct. If you need GPU performance, pin to CPU+GPU and avoid the ANE: config.computeUnits = .cpuAndGPU // excludes Neural Engine In my testing, the corruption is most severe on the ANE path. CPU+GPU gives roughly 70% of the full .all performance without the scrambled outputs. Runtime validation to degrade gracefully across OS versions: func
Topic: Machine Learning & AI SubTopic: Core ML Tags:
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1w
Reply to Apple Pay In-App Provisioning - error when adding a card
Dear Support, We would greatly appreciate your assistance with the error received in Apple Pay In-App Provisioning process, as described in FB22280049. Thank you.
Topic: App & System Services SubTopic: Apple Pay
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Activity
1w
Reply to Content Filter Permission Prompt Not Appearing in TestFlight
Hi, Still in TestFlight: ciphermld Failed to fetch Token Issuer Directory. { URL: https://gateway.icloud.com/pat-issuer-directory?issuer=pir.**.* Status Code: 404, ... pir-tester looks good: ./PirTester query --pir-server-url https://pir.. --privacy-pass-url https://issuer.. --pir-usecase .url.filtering --user-token **** --ohttp-config-url https://ohttp.*****.***/.well-known/ohttp-gateway --ohttp-gateway-url https://ohttp.*****.***/.well-known/ohttp-gateway .com/url-filter-test PIR Server URL: https://pir..** Privacy Pass URL: https://issuer.**. PIR Use Case: *****.app.url.filtering User Token: ***** Fetching OHTTP key configuration from https://ohttp.*****.***l/.well-known/ohttp-gateway... OHTTP enabled, gateway: https://ohttp.*****.***/.well-known/ohttp-gateway Running full PIR lookup (fetching tokens, config, keys, and querying)... Querying keyword: ***.com/url-filter-test ✓ PIR query completed successfully, value=1 Result for '***.com/url-filter-test': 1 ✓ Full PIR lookup completed successfully I wrote C
Topic: App & System Services SubTopic: Networking Tags:
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Activity
1w
App Review Issue
It has been approximately three weeks since we submitted our app for review via App Store Connect, but it remains In Review and the review process has not been completed. For this reason, we also requested an expedited app review to the App Review Team last week. Will the review proceed if we simply wait? Is there any way to check the detailed status of this app review?
Topic: App Store Distribution & Marketing SubTopic: App Review Tags:
Replies
7
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0
Views
388
Activity
1w
Reply to App Review Issue
@AJAS_M_M My app, which was stuck in Apple's review process as mentioned. After that my App rejected multiple times due to the complex login procedure of my app requiring additional further explanation. However, it was finally approved on February 18, 2026. Regarding Apple's comment on January 26th: Thank you for your post. We're investigating and will contact you in App Store Connect to provide further assistance. If you continue to experience issues during review, please contact us. I actually followed the link provided there and requested an expedited app review by navigating to contact us > Get help with a new issue > App Review > request an expedited app review. Based on my experience, I believe this is the only thing we can do on our end in such situations. I hope your review process concludes successfully as well.
Topic: App Store Distribution & Marketing SubTopic: App Review Tags:
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1w
unable to save after upload build
Any one can help to tell me what is the problem with my submission? there was no error message but i was unable to save. Thanks
Topic: App Store Distribution & Marketing SubTopic: App Store Connect
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1
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0
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81
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1w
Reply to Waiting Over A Month For Review
21 days and counting...Has anyone tried anything other than expediting the process? Any luck calling?
Topic: App Store Distribution & Marketing SubTopic: App Review
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Activity
1w
Custom Reports GET API returning 403 Forbidden since March 16, 2026 — POST still works
Hi Apple Developer Community, Since March 16, 2026, our integration with the Apple Ads Campaign Management API (v5) is returning 403 Forbidden on all GET requests to the custom-reports endpoint, while POST requests to create reports continue to work without any issues. Environment API Version: v5 Base URL: https://api.searchads.apple.com/api/v5/ Authentication: OAuth 2.0 (Bearer token — token generation works fine) API User Role: API Account Manager What's broken GET /api/v5/custom-reports/63638557 → 403 Forbidden The response is raw HTML from Apple's gateway, not a JSON API error: 403 Forbidden 403 Forbidden Apple This indicates the request is being blocked at the reverse proxy / infrastructure level and never reaches the API application layer. A proper API-level authorization error would return JSON with messageCode and message fields. What still works POST creates report successfully POST /api/v5/custom-reports → 200 OK Response: { data: { id: 63638557, name: Impression_Share
Topic: App Store Distribution & Marketing SubTopic: General Tags:
Replies
1
Boosts
0
Views
88
Activity
1w
Rejected a couple of time for 5.1.1/5.1.2 - AI consent screen not seen by reviewers despite being first screen on launch
I've been rejected a couple of times for Guidelines 5.1.1(i) and 5.1.2(i) regarding third-party AI data sharing consent. Each time, the reviewer states they cannot see the consent prompt, even though it is the first screen displayed on every app launch. My app (GymFusion) uses Anthropic's Claude AI for features like meal scanning, body composition analysis, and workout coaching. Here is exactly what I've implemented: IN-APP CONSENT (embedded in view hierarchy, not a sheet/popup): In my RootView.swift, the consent is a conditional view that blocks the entire app: } else if !consentManager.hasConsented && !consentManager.hasSeenConsent { AIConsentView() } else if auth.isAuthenticated { MainTabView() } The hasSeenConsent flag is reset to false on every app launch in the App's init(), so the consent screen appears on every launch until the user accepts: init() { UserDefaults.standard.set(false, forKey: user_ai_consent_seen) AIConsentManager.shared.hasSeenConsent = false FirebaseApp.configure() } THE CONSE
Topic: App Store Distribution & Marketing SubTopic: App Review Tags:
Replies
4
Boosts
0
Views
184
Activity
1w
How to enter Picture-in-Picture on background from inline playback in WKWebView
I'm building a Capacitor iOS app with a plain element playing an MP4 file inline. I want Picture-in-Picture to activate automatically when the user goes home — swipe up from the bottom edge of the screen (on an iPhone with Face ID) or press the Home button (on an iPhone with a Home button). Fullscreen → background works perfectly — iOS automatically enters Picture-in-Picture. But I need this to work from inline playback without requiring the user to enter fullscreen first. Setup // AppDelegate.swift let audioSession = AVAudioSession.sharedInstance() try? audioSession.setCategory(.playback, mode: .moviePlayback) try? audioSession.setActive(true) UIBackgroundModes: audio in Info.plist allowsPictureInPictureMediaPlayback is true (Apple default) iOS 26.3.1, WKWebView via Capacitor What I've tried 1. autopictureinpicture attribute WKWebView doesn't honor this attribute from inline playback. It only works when transitioning from fullscreen. 2. requestPictureInPicture() on visibilitychange document.addEventListe
Topic: Safari & Web SubTopic: General Tags:
Replies
1
Boosts
0
Views
625
Activity
1w
Reply to Push Notifications not received on app.
All these 5 notifications have failed to be delivered to the devices because they were offline at the time, and these devices in particular have been offline for a while. This usually happens if the push token has changed for some reason (migrating to a new device, restoring from backup, deleting and reinstalling your app, etc.), but your server has not been updated to use the new token for this user. It could also be that these particular devices have died, given to someone else or sold, and so on, in a way that the device identifies by that token no longer exists. These are common occurrences. When you say same notification sometimes works, if you are implying that one notification to the same push token fails, but another works, then I would like to see the apns-ids for those 2 push requests to compare. If the device exhibiting that on/off behavior is one other than the devices you listed here, it is also possible that device is on a less reliable network connection that could be going offline fre
Topic: App & System Services SubTopic: Notifications Tags:
Replies
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Views
Activity
1w
Unable to capture only the cursor in macOS Tahoe
Precondition: In system settings, scale the pointer size up to the max. Our SCScreenshotManager code currently works in macOS 15 and earlier to capture the cursor at it's larger size, but broke in one of the minor releases of macOS Tahoe. The error it produces now is Failed to start stream due to audio/video capture failure. This only seems to happen with the cursor window, not any others. Another way to get the cursor is with https://developer.apple.com/documentation/appkit/nscursor/currentsystem, but that is now deprecated, which makes me think the capture of the cursor is being blocked deliberately. We see this as a critical loss of functionality for our apps, and could use guidance on what to use instead.
Topic: Media Technologies SubTopic: General Tags:
Replies
1
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0
Views
345
Activity
1w
How does Apple Review Work with peripheral devices?
I’m working toward an official release of our application. The app is designed to interface with peripheral devices, which means users need both the mobile app and the peripheral devices to log in and use it. Because of that, how would the review process work when I get to that point?
Topic: App Store Distribution & Marketing SubTopic: App Review Tags:
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1
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0
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69
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Reply to How does Apple Review Work with peripheral devices?
Thank you for your post. We recommend that you sign up for a session with App Review during the weekly Meet with Apple event. Sign in with your Developer ID and select Request a one-on-one App Review consultation. A member of the App Review team will help you with your questions regarding the review process and the App Review Guidelines.
Topic: App Store Distribution & Marketing SubTopic: App Review Tags:
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