Posts under Machine Learning & AI topic

Post

Replies

Boosts

Views

Activity

qwen3.5 free offline plugin for xcode
I can't figure how to install it Here's google post: You can use the following free options directly inside Xcode 27:1. Built-in On-Device Predictive Code CompletionApple provides a free on-device, on-chip model that runs entirely locally on your Mac.Cost: 100% Free (no internet connection or subscription required).How it works: It uses Apple Silicon to predict and autocomplete your Swift code instantly as you type.Setup: Go to Xcode > Settings > Intelligence and ensure local code completion is toggled on.2. Free-Tier Cloud Models (ChatGPT, Claude, & Gemini)Xcode 27 explicitly features a native two-tier intelligence system. For simple completions, it uses your local chip. For complex planning, multi-turn conversations, and writing autonomous unit tests, it integrates directly with cloud providers. You can utilize the free tiers of these services:Anthropic Claude: You can generate a free API key from the Anthropic Developer Console to power Xcode 27’s coding agents.OpenAI ChatGPT: You can hook Xcode directly into OpenAI's free-tier API allowance.Google Gemini: Xcode 27 natively supports Google's ecosystem, allowing you to use a free Gemini API key.Setup: Navigate to Xcode > Settings > Intelligence, select your cloud provider, and paste your free API key.3. Fully Local Open-Weight Models via OllamaIf you want to handle complex agent tasks without data leaving your Mac, you can connect Xcode 27 to local open-source models. This requires an Apple Silicon Mac.Recommended Models: qwen2.5-coder (highly recommended for Swift and SwiftUI) or llama3-coder.Setup:Download and run Ollama.Pull the model via your Mac terminal (ollama run qwen2.5-coder).Use an Xcode 27 compatible local-host bridge tool or local API endpoint under the "Custom Provider" option in Xcode's Intelligence settings to link Ollama's local port (localhost:11434) straight into your workspace.Xcode 27 Agent SkillsWhen using these models in Xcode 27, they will automatically ingest Apple's native Agent Skills (like the SwiftUI Specialist Skill). This means even a generic free model will receive Apple's optimized context rules to write better, modern Swift 6 code.Are you looking to use the model mostly for inline code autocompletion or for the new conversational agent features (like having the AI autonomously write tests and fix bugs in your workspace)? I can walk you through the exact setup steps for either.19 sitesXcode 27 Beta Release Notes | Apple Developer DocumentationOverview. Xcode 27 beta includes Swift 6.4 and SDKs for iOS 27, iPadOS 27, tvOS 27, macOS 27, and visionOS 27. Xcode 27 beta suppo...Apple DeveloperInside Apple Intelligence and Xcode: Special Presentation | WWDC26so today we're going to build something fun live on stage together but first can we'll give you a quick tour of Xcode. 27. all rig...49sYouTube·Apple DeveloperSwiftUI Best Practices, straight from Apple's Xcode 27 Agent SkillSwiftUI Best Practices, straight from Apple's Xcode 27 Agent Skill. Xcode 27 launched during WWDC 2026 and includes Apple's SwiftU...SwiftLeeShow all
2
0
505
3w
Accented application name is not recognized in App Shortcuts phrases
Hello, I am trying to set up App Shortcuts with App Intents in my app, which has an accent (é) in the name. It seems that with an accented application name (e.g. "Démo"), shortcuts phrases are not recognized by Siri or with the "App Shortcuts Preview" tool in Xcode. public struct DemoAppShortcuts: AppShortcutsProvider { public static var appShortcuts: [AppShortcut] { AppShortcut( intent: OpenDemoIntent(), phrases: [ "Find the tests in \(.applicationName)", ], shortTitle: "Find tests", systemImageName: "location" ) } } With Siri, when saying the phrase "Find the tests in Démo", the shortcut is not launched I tried with the "App Shortcuts Preview" tool in Xcode, it does not match any Intent. (see screenshot) I set up App Name synonyms as a workaround but it seems to not always work. Has anyone encountered this problem ? Is there any other workaround ? Is this a bug with iOS 27 / Xcode 27 ? I filed a feedback FB23791964 with an Xcode Project
4
0
402
3w
Apple Intelligence & Siri menu missing on Hong Kong iPhone 16e after iOS 27 Beta 1 (FB23733608)
My device is Hong Kong version iPhone 16e with HK Apple ID. After updating to iOS 27 Beta 1, the "Apple Intelligence & Siri" menu is completely missing from Settings. Only the legacy "Siri" icon appears in that location. There is no option to join the "Try New Siri" waitlist, and none of the AI features are accessible. What I've tried (all failed): · Multiple reboots · Reset All Settings · Reset Location & Privacy · Toggling Siri language between English (US) and Traditional Chinese · Removing and re-adding keyboard languages Hardware eligibility: The device meets all requirements for Apple Intelligence (A17 Pro or later, 8GB RAM). The issue appears to be a system-level configuration loading bug that prevents the OS from recognizing the device as eligible, despite being a Hong Kong unit with a Hong Kong Apple ID. Feedback Assistant ID: FB23733608 Has anyone else with a non-US region device encountered this on iOS 27 Beta 1? Any temporary workaround would be greatly appreciated. Otherwise, I'll wait for Beta 2.
0
0
396
3w
More Detailed Quota Usage for PCC
Unless I'm missing something, it seems like the quota usage information for the Private Cloud Compute model is too limited. You can tell if you've reached your quota or are below it. If you are below your quota, you can tell if you're approaching the limit, but what does this actually mean? Am I over 50%, 90%, 99%? It would be nice to have actual numbers in the quota. For example, I can see my token usage for a session. If an app could keep track of that versus the quota, you could come up with something way more useful for the user. Example: You have 100,000 tokens per month, this app has made 4 requests, that used a total of 5,000 tokens. If the user has used on 95,000 tokens of their quota so far, they know they can maybe make ~4 more requests from the app before the limit is reached, so they know to be careful with their usage. If they've only used 10,000 tokens of their quota so far, they know that have some breathing room and can use the feature more freely. The way the current system is designed, you have no idea at all. Adding real numbers (even percentages – if we can get usage percentages for the app as well), would really help in giving useful feedback to the user on their usage of PCC. Right now, everything is too vague.
2
0
408
3w
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?
10
0
2k
4w
Accessing Private Cloud Compute
Hello, I recently learned about Private Cloud Compute (PCC): https://developer.apple.com/private-cloud-compute/ I am currently using a standard Developer Program account, and it seems that I cannot apply for the program directly. Is there an alternative? Also, is there any additional fee for using this service? If I want to call PCC in the app, for example, using the following code: let session = LanguageModelSession( model: PrivateCloudComputeLanguageModel() ) Do I need to apply for a specific plan to ensure that my App is successfully published on the App Store and available to users? Thank you!
1
0
401
4w
Sensitive Content Error When Using Foundation Models
I am using the following code in my iOS application. #Playground { let session = LanguageModelSession() let response = try await session.respond(to: "List all states of USA.") print(response.content) } And I get the following error: The operation couldn’t be completed. (com.apple.SensitiveContentAnalysisML error 15.) I have turned off Apple Intelligence and turned on again. No use. I am using Xcode 27 beta 2. any ideas?
2
0
374
4w
Adapter Problem - compatibleAdapterNotFound
Hello. I have a problem with the FoundationModels adapter and the Apple-hosted managed asset pack via TestFlight. I have created an adapter that works fine locally by creating a model via (fileURL: URL) on a real device, but I cannot create a model using background assets by downloading the adapter via TestFlight. Every time I try to get an adapter, the creation of the adapter is interrupted by the compatibleAdapterNotFound error. The aar. archive i created using a special command - xcrun ba-package foundation-models package --adapter-path aurelius1.fmadapter --asset-pack-id fmadapter-aurelius1-9799725 --output-path ./aurelius1.aar --platforms iOS --on-demand\ after that, I replaced "OnDemand": null with "OnDemand": {} in the manifest so that the Transporter could send my archive to the App Store Connect. I followed all the recommendations in this topic - https://origin-devforums.apple.com/forums/thread/823148 ...but unfortunately unsuccessfully I would appreciate any help in solving this problem. here is the code that I use in my app -
6
0
533
4w
New Apple Intelligence - Writing tools removal
Hello, I have seen a great improvement of siri. However, my job requires a lot of communication though different languages, as mostly of those languages is not my primary language, the apple intelligence writing tool was a revolutionary tool that I have used on my daily bases. The tool remains there but attached to Siri, which takes out the advantage to use a shortcut for proofread which automatically replaces the entire text. Right now I need to copy and paste on Siri and copy the answer and paste. In my point of view we could just put back the writing tool, please 😭 separately as the previous version was flawless. Thank you.
1
1
309
4w
Writing tools
Hello, I’ve noticed Siri has undergone significant updates. Previously, the dedicated tools functioned excellently as a separate, independent menu choice. Currently, app intelligence merges with Siri. This integration doesn’t operate reliably, affecting proofreading and the dedicated tools alike. The feature feels entirely unstable—sometimes available, sometimes not—appearing occasionally on the keyboard, at other times on the right-button menu, though it worked well when accessible through settings. Could we restore that setup?
1
1
290
4w
Using AssistantEntity with existing AppEntities for iOS17+
Hi, I have an existing app with AppEntities defined, that works on iOS17+. The AppEntities also have EntityPropertyQuery defined, so they work as 'find intents'. I want to use the new @AssistantEntity which is iOS18+ where possible, while supporting the previous versions. What's the best way to do this? For e.g. I have a 'log' AppEntity: @available(iOS 17.0, *) struct CJLogAppEntity: AppEntity { static var defaultQuery = CJLogAppEntityQuery() .... } struct CJLogAppEntityQuery: EntityPropertyQuery { ... } How do I adopt this with @AssistantEntity(schema: .journal.entry) for iOS18, while maintaining compatibility with iOS17? I don't want to include two different versions of the same AppEntity. Would it just with with the correct @available annotations on both entities?
6
1
583
4w
Recommended App Store distribution strategy for apps that require Foundation Models
Hello, I'm evaluating Foundation Models announced at WWDC 2026 and have a question regarding App Store distribution. My understanding is that Foundation Models are only available on supported devices and operating system versions. For apps that rely on Foundation Models as their primary functionality (rather than offering AI as an optional feature), I'm trying to understand the recommended distribution strategy. Currently, iOS provides Required Device Capabilities to prevent users from installing apps that require hardware features such as GPS, ARKit, or NFC. However, I couldn't find an equivalent Required Device Capability for Foundation Models. I also couldn't find a way to limit App Store availability by supported device models. My questions are: What is the recommended way to distribute an app whose primary functionality depends on Foundation Models? Is there currently any supported mechanism to prevent users with unsupported devices from downloading such an app? Is Apple planning to introduce a Required Device Capability (or a similar App Store filtering mechanism) for Foundation Models before public release? Without such a mechanism, users may be able to install the app successfully but then discover that its primary functionality is unavailable on their device. I'd appreciate any guidance on the recommended approach. Thank you.
5
0
470
4w
How to Retrieve VisualLookUp Results (e.g., Object Name) in VisionKit?
Hi everyone, I'm working on an iOS app that uses VisionKit and I'm exploring the .visualLookUp feature. Specifically, I want to extract the detailed information that Visual Look Up provides after identifying an object in an image (e.g., if the object is a flower, retrieve its name; if it’s a clothing tag, get the tag's content).
2
1
951
Jul ’26
[iOS 27 DB3] Apple Intelligence and Spotlight Stuck at 85-90% - How to force completion via Ethernet and Console logs analysis
Hey everyone, If your iPhone is stuck on "Optimizing Search and Siri" / Indexing at around 85-90% and hard resets or leaving it on wireless charging overnight isn't moving the needle, I found a definitive way to kickstart the daemon and force it to 100%. The Root Cause (Analyzed via macOS Console): By plugging the iPhone into a Mac and checking the Console logs, I noticed that spotlightknowledged and biomed get into an endless loop around Resolved entitled set identifiers to enumerate data resources. The system stalls on verifying developer entitlements and Apple Intelligence security tokens for specific app databases over cellular networks or unstable Wi-Fi. The dasd daemon eventually puts the pipeline into a hidden sleep state to protect the battery, making it look like it's doing nothing. The Solution that forced it to 100%: Use a Wired Connection (Ethernet Adapter): Connect your iPhone directly to your fiber optic router/modem using an RJ-45 Ethernet to USB-C adapter. iOS treats a wired Ethernet connection with the highest background priority. Turn off Cellular/Wi-Fi: Go to Control Center and disable Cellular Data and Wi-Fi entirely to force iOS to route 100% of traffic through the reliable, high-speed wired pipeline. (Verify the "Ethernet" tab appears in Settings). Trigger iCloud Token Refresh: Go to Settings -> [Your Name] -> iCloud -> Saved to iCloud and toggle off/on a major asset like iCloud Drive or Messages. This forces Spotlight to dump the stalled identifiers cache. Force Restart on Cable: Perform a Hard Reset (Vol Up, Vol Down, hold Power) while the Ethernet cable is connected. Let it Cook: Keep Low Power Mode OFF, lock the screen, and leave it alone. How to verify it's definitively done: Keep your Mac Console open and filter for completeness. Gdy to się stanie, zobaczysz ostateczny dziennik świętego Graala: fetchPipelineCompleteness: display=hidden days=3 procent=1.000000 Status the ` spent=1.000000 oznacza solidne 100% uzupełnienia. Zaraz po tym, 「dasd bezpiecznie zabije procesy worker (client process exited /connection invalid), telefon w końcu ostygnie, a żywotność baterii wróci do normy. Zaraz potem wyrzuciłem potoki glp i wszystko jest teraz masłem! Mam nadzieję, że pomoże to każdemu, kto utknął w 88% otchłani!
0
0
320
Jul ’26
Siri unable to tune to a live TV channel on tvOS — Intents & Shortcuts not working
Hi everyone, We are developing a live TV streaming app for tvOS that allows users to watch live channels, replay content, and manage cloud recordings. We are struggling to integrate Siri for a seemingly basic use case: switching the live TV channel by voice (e.g. "Hey Siri, switch to channel X on [our app]"). Here is what we have tried and observed: App Intents — we implemented custom intents, but Siri does not resolve them to our app for channel-switching requests. Shortcuts — we added Shortcuts support, but users have to explicitly configure them; Siri never proactively picks our app. In-app and out-of-app — the issue happens in both contexts. When the user asks Siri to switch to a channel, it either does nothing or suggests other applications, never ours. Our questions: Is there a specific INPlayMediaIntent configuration or domain required to handle live TV channel switching via Siri on tvOS? Is proper Siri integration for live TV gated behind the Apple Video Partner Program? If so, is there any public documentation or a path for apps outside the US to access it? Has anyone successfully implemented voice-driven live channel switching on tvOS outside of the Video Partner Program? Any guidance or pointers to relevant WWDC sessions would be greatly appreciated. Thank you.
1
7
459
Jul ’26
qwen3.5 free offline plugin for xcode
I can't figure how to install it Here's google post: You can use the following free options directly inside Xcode 27:1. Built-in On-Device Predictive Code CompletionApple provides a free on-device, on-chip model that runs entirely locally on your Mac.Cost: 100% Free (no internet connection or subscription required).How it works: It uses Apple Silicon to predict and autocomplete your Swift code instantly as you type.Setup: Go to Xcode > Settings > Intelligence and ensure local code completion is toggled on.2. Free-Tier Cloud Models (ChatGPT, Claude, & Gemini)Xcode 27 explicitly features a native two-tier intelligence system. For simple completions, it uses your local chip. For complex planning, multi-turn conversations, and writing autonomous unit tests, it integrates directly with cloud providers. You can utilize the free tiers of these services:Anthropic Claude: You can generate a free API key from the Anthropic Developer Console to power Xcode 27’s coding agents.OpenAI ChatGPT: You can hook Xcode directly into OpenAI's free-tier API allowance.Google Gemini: Xcode 27 natively supports Google's ecosystem, allowing you to use a free Gemini API key.Setup: Navigate to Xcode > Settings > Intelligence, select your cloud provider, and paste your free API key.3. Fully Local Open-Weight Models via OllamaIf you want to handle complex agent tasks without data leaving your Mac, you can connect Xcode 27 to local open-source models. This requires an Apple Silicon Mac.Recommended Models: qwen2.5-coder (highly recommended for Swift and SwiftUI) or llama3-coder.Setup:Download and run Ollama.Pull the model via your Mac terminal (ollama run qwen2.5-coder).Use an Xcode 27 compatible local-host bridge tool or local API endpoint under the "Custom Provider" option in Xcode's Intelligence settings to link Ollama's local port (localhost:11434) straight into your workspace.Xcode 27 Agent SkillsWhen using these models in Xcode 27, they will automatically ingest Apple's native Agent Skills (like the SwiftUI Specialist Skill). This means even a generic free model will receive Apple's optimized context rules to write better, modern Swift 6 code.Are you looking to use the model mostly for inline code autocompletion or for the new conversational agent features (like having the AI autonomously write tests and fix bugs in your workspace)? I can walk you through the exact setup steps for either.19 sitesXcode 27 Beta Release Notes | Apple Developer DocumentationOverview. Xcode 27 beta includes Swift 6.4 and SDKs for iOS 27, iPadOS 27, tvOS 27, macOS 27, and visionOS 27. Xcode 27 beta suppo...Apple DeveloperInside Apple Intelligence and Xcode: Special Presentation | WWDC26so today we're going to build something fun live on stage together but first can we'll give you a quick tour of Xcode. 27. all rig...49sYouTube·Apple DeveloperSwiftUI Best Practices, straight from Apple's Xcode 27 Agent SkillSwiftUI Best Practices, straight from Apple's Xcode 27 Agent Skill. Xcode 27 launched during WWDC 2026 and includes Apple's SwiftU...SwiftLeeShow all
Replies
2
Boosts
0
Views
505
Activity
3w
Accented application name is not recognized in App Shortcuts phrases
Hello, I am trying to set up App Shortcuts with App Intents in my app, which has an accent (é) in the name. It seems that with an accented application name (e.g. "Démo"), shortcuts phrases are not recognized by Siri or with the "App Shortcuts Preview" tool in Xcode. public struct DemoAppShortcuts: AppShortcutsProvider { public static var appShortcuts: [AppShortcut] { AppShortcut( intent: OpenDemoIntent(), phrases: [ "Find the tests in \(.applicationName)", ], shortTitle: "Find tests", systemImageName: "location" ) } } With Siri, when saying the phrase "Find the tests in Démo", the shortcut is not launched I tried with the "App Shortcuts Preview" tool in Xcode, it does not match any Intent. (see screenshot) I set up App Name synonyms as a workaround but it seems to not always work. Has anyone encountered this problem ? Is there any other workaround ? Is this a bug with iOS 27 / Xcode 27 ? I filed a feedback FB23791964 with an Xcode Project
Replies
4
Boosts
0
Views
402
Activity
3w
Apple Intelligence
I don’t even see the waitlist of the Apple Intelligence program, i think it’s lacking instruction’s how to apply, when it comes out etc.
Replies
4
Boosts
0
Views
573
Activity
3w
Apple Intelligence & Siri menu missing on Hong Kong iPhone 16e after iOS 27 Beta 1 (FB23733608)
My device is Hong Kong version iPhone 16e with HK Apple ID. After updating to iOS 27 Beta 1, the "Apple Intelligence & Siri" menu is completely missing from Settings. Only the legacy "Siri" icon appears in that location. There is no option to join the "Try New Siri" waitlist, and none of the AI features are accessible. What I've tried (all failed): · Multiple reboots · Reset All Settings · Reset Location & Privacy · Toggling Siri language between English (US) and Traditional Chinese · Removing and re-adding keyboard languages Hardware eligibility: The device meets all requirements for Apple Intelligence (A17 Pro or later, 8GB RAM). The issue appears to be a system-level configuration loading bug that prevents the OS from recognizing the device as eligible, despite being a Hong Kong unit with a Hong Kong Apple ID. Feedback Assistant ID: FB23733608 Has anyone else with a non-US region device encountered this on iOS 27 Beta 1? Any temporary workaround would be greatly appreciated. Otherwise, I'll wait for Beta 2.
Replies
0
Boosts
0
Views
396
Activity
3w
More Detailed Quota Usage for PCC
Unless I'm missing something, it seems like the quota usage information for the Private Cloud Compute model is too limited. You can tell if you've reached your quota or are below it. If you are below your quota, you can tell if you're approaching the limit, but what does this actually mean? Am I over 50%, 90%, 99%? It would be nice to have actual numbers in the quota. For example, I can see my token usage for a session. If an app could keep track of that versus the quota, you could come up with something way more useful for the user. Example: You have 100,000 tokens per month, this app has made 4 requests, that used a total of 5,000 tokens. If the user has used on 95,000 tokens of their quota so far, they know they can maybe make ~4 more requests from the app before the limit is reached, so they know to be careful with their usage. If they've only used 10,000 tokens of their quota so far, they know that have some breathing room and can use the feature more freely. The way the current system is designed, you have no idea at all. Adding real numbers (even percentages – if we can get usage percentages for the app as well), would really help in giving useful feedback to the user on their usage of PCC. Right now, everything is too vague.
Replies
2
Boosts
0
Views
408
Activity
3w
I did well on iOS a decade ago. So - no foundation models for me?
I had a great run in the first decade of iOS development. Not so much since. I had 180k downloaded units in the last year - but I'm excluded from foundation models because I did well before 2015. That seems like an odd policy. Apart from anything else - it explicitly punishes long-term accounts... Lifetime downloads...
Replies
5
Boosts
0
Views
536
Activity
3w
Machine learning
Watch and learn the road to our future of anyone’s growing business
Replies
0
Boosts
0
Views
250
Activity
3w
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?
Replies
10
Boosts
0
Views
2k
Activity
4w
TTS Advanced Speech Generation: Expressive voices
During WWDC26 Keynote a second generation on-device model was announced with better speech generation capabilities. Is there a new API available for developers to generate speech?
Replies
1
Boosts
1
Views
430
Activity
4w
Accessing Private Cloud Compute
Hello, I recently learned about Private Cloud Compute (PCC): https://developer.apple.com/private-cloud-compute/ I am currently using a standard Developer Program account, and it seems that I cannot apply for the program directly. Is there an alternative? Also, is there any additional fee for using this service? If I want to call PCC in the app, for example, using the following code: let session = LanguageModelSession( model: PrivateCloudComputeLanguageModel() ) Do I need to apply for a specific plan to ensure that my App is successfully published on the App Store and available to users? Thank you!
Replies
1
Boosts
0
Views
401
Activity
4w
Sensitive Content Error When Using Foundation Models
I am using the following code in my iOS application. #Playground { let session = LanguageModelSession() let response = try await session.respond(to: "List all states of USA.") print(response.content) } And I get the following error: The operation couldn’t be completed. (com.apple.SensitiveContentAnalysisML error 15.) I have turned off Apple Intelligence and turned on again. No use. I am using Xcode 27 beta 2. any ideas?
Replies
2
Boosts
0
Views
374
Activity
4w
Adapter Problem - compatibleAdapterNotFound
Hello. I have a problem with the FoundationModels adapter and the Apple-hosted managed asset pack via TestFlight. I have created an adapter that works fine locally by creating a model via (fileURL: URL) on a real device, but I cannot create a model using background assets by downloading the adapter via TestFlight. Every time I try to get an adapter, the creation of the adapter is interrupted by the compatibleAdapterNotFound error. The aar. archive i created using a special command - xcrun ba-package foundation-models package --adapter-path aurelius1.fmadapter --asset-pack-id fmadapter-aurelius1-9799725 --output-path ./aurelius1.aar --platforms iOS --on-demand\ after that, I replaced "OnDemand": null with "OnDemand": {} in the manifest so that the Transporter could send my archive to the App Store Connect. I followed all the recommendations in this topic - https://origin-devforums.apple.com/forums/thread/823148 ...but unfortunately unsuccessfully I would appreciate any help in solving this problem. here is the code that I use in my app -
Replies
6
Boosts
0
Views
533
Activity
4w
New Apple Intelligence - Writing tools removal
Hello, I have seen a great improvement of siri. However, my job requires a lot of communication though different languages, as mostly of those languages is not my primary language, the apple intelligence writing tool was a revolutionary tool that I have used on my daily bases. The tool remains there but attached to Siri, which takes out the advantage to use a shortcut for proofread which automatically replaces the entire text. Right now I need to copy and paste on Siri and copy the answer and paste. In my point of view we could just put back the writing tool, please 😭 separately as the previous version was flawless. Thank you.
Replies
1
Boosts
1
Views
309
Activity
4w
Writing tools
Hello, I’ve noticed Siri has undergone significant updates. Previously, the dedicated tools functioned excellently as a separate, independent menu choice. Currently, app intelligence merges with Siri. This integration doesn’t operate reliably, affecting proofreading and the dedicated tools alike. The feature feels entirely unstable—sometimes available, sometimes not—appearing occasionally on the keyboard, at other times on the right-button menu, though it worked well when accessible through settings. Could we restore that setup?
Replies
1
Boosts
1
Views
290
Activity
4w
Using AssistantEntity with existing AppEntities for iOS17+
Hi, I have an existing app with AppEntities defined, that works on iOS17+. The AppEntities also have EntityPropertyQuery defined, so they work as 'find intents'. I want to use the new @AssistantEntity which is iOS18+ where possible, while supporting the previous versions. What's the best way to do this? For e.g. I have a 'log' AppEntity: @available(iOS 17.0, *) struct CJLogAppEntity: AppEntity { static var defaultQuery = CJLogAppEntityQuery() .... } struct CJLogAppEntityQuery: EntityPropertyQuery { ... } How do I adopt this with @AssistantEntity(schema: .journal.entry) for iOS18, while maintaining compatibility with iOS17? I don't want to include two different versions of the same AppEntity. Would it just with with the correct @available annotations on both entities?
Replies
6
Boosts
1
Views
583
Activity
4w
Recommended App Store distribution strategy for apps that require Foundation Models
Hello, I'm evaluating Foundation Models announced at WWDC 2026 and have a question regarding App Store distribution. My understanding is that Foundation Models are only available on supported devices and operating system versions. For apps that rely on Foundation Models as their primary functionality (rather than offering AI as an optional feature), I'm trying to understand the recommended distribution strategy. Currently, iOS provides Required Device Capabilities to prevent users from installing apps that require hardware features such as GPS, ARKit, or NFC. However, I couldn't find an equivalent Required Device Capability for Foundation Models. I also couldn't find a way to limit App Store availability by supported device models. My questions are: What is the recommended way to distribute an app whose primary functionality depends on Foundation Models? Is there currently any supported mechanism to prevent users with unsupported devices from downloading such an app? Is Apple planning to introduce a Required Device Capability (or a similar App Store filtering mechanism) for Foundation Models before public release? Without such a mechanism, users may be able to install the app successfully but then discover that its primary functionality is unavailable on their device. I'd appreciate any guidance on the recommended approach. Thank you.
Replies
5
Boosts
0
Views
470
Activity
4w
How to Retrieve VisualLookUp Results (e.g., Object Name) in VisionKit?
Hi everyone, I'm working on an iOS app that uses VisionKit and I'm exploring the .visualLookUp feature. Specifically, I want to extract the detailed information that Visual Look Up provides after identifying an object in an image (e.g., if the object is a flower, retrieve its name; if it’s a clothing tag, get the tag's content).
Replies
2
Boosts
1
Views
951
Activity
Jul ’26
Having to zoom out for Siri to extract information
I found I must zoom out the PDF so all area was displayed on the screen before Siri AI could scan the area and outline information from the PDF. If we have two pages, one page would be omitted by Siri AI. I am not sure if this the normal of Siri which it is supposed to be. Screenshot below. PS: Zooming out makes my human eyes unusable.
Replies
1
Boosts
0
Views
295
Activity
Jul ’26
[iOS 27 DB3] Apple Intelligence and Spotlight Stuck at 85-90% - How to force completion via Ethernet and Console logs analysis
Hey everyone, If your iPhone is stuck on "Optimizing Search and Siri" / Indexing at around 85-90% and hard resets or leaving it on wireless charging overnight isn't moving the needle, I found a definitive way to kickstart the daemon and force it to 100%. The Root Cause (Analyzed via macOS Console): By plugging the iPhone into a Mac and checking the Console logs, I noticed that spotlightknowledged and biomed get into an endless loop around Resolved entitled set identifiers to enumerate data resources. The system stalls on verifying developer entitlements and Apple Intelligence security tokens for specific app databases over cellular networks or unstable Wi-Fi. The dasd daemon eventually puts the pipeline into a hidden sleep state to protect the battery, making it look like it's doing nothing. The Solution that forced it to 100%: Use a Wired Connection (Ethernet Adapter): Connect your iPhone directly to your fiber optic router/modem using an RJ-45 Ethernet to USB-C adapter. iOS treats a wired Ethernet connection with the highest background priority. Turn off Cellular/Wi-Fi: Go to Control Center and disable Cellular Data and Wi-Fi entirely to force iOS to route 100% of traffic through the reliable, high-speed wired pipeline. (Verify the "Ethernet" tab appears in Settings). Trigger iCloud Token Refresh: Go to Settings -> [Your Name] -> iCloud -> Saved to iCloud and toggle off/on a major asset like iCloud Drive or Messages. This forces Spotlight to dump the stalled identifiers cache. Force Restart on Cable: Perform a Hard Reset (Vol Up, Vol Down, hold Power) while the Ethernet cable is connected. Let it Cook: Keep Low Power Mode OFF, lock the screen, and leave it alone. How to verify it's definitively done: Keep your Mac Console open and filter for completeness. Gdy to się stanie, zobaczysz ostateczny dziennik świętego Graala: fetchPipelineCompleteness: display=hidden days=3 procent=1.000000 Status the ` spent=1.000000 oznacza solidne 100% uzupełnienia. Zaraz po tym, 「dasd bezpiecznie zabije procesy worker (client process exited /connection invalid), telefon w końcu ostygnie, a żywotność baterii wróci do normy. Zaraz potem wyrzuciłem potoki glp i wszystko jest teraz masłem! Mam nadzieję, że pomoże to każdemu, kto utknął w 88% otchłani!
Replies
0
Boosts
0
Views
320
Activity
Jul ’26
Siri unable to tune to a live TV channel on tvOS — Intents & Shortcuts not working
Hi everyone, We are developing a live TV streaming app for tvOS that allows users to watch live channels, replay content, and manage cloud recordings. We are struggling to integrate Siri for a seemingly basic use case: switching the live TV channel by voice (e.g. "Hey Siri, switch to channel X on [our app]"). Here is what we have tried and observed: App Intents — we implemented custom intents, but Siri does not resolve them to our app for channel-switching requests. Shortcuts — we added Shortcuts support, but users have to explicitly configure them; Siri never proactively picks our app. In-app and out-of-app — the issue happens in both contexts. When the user asks Siri to switch to a channel, it either does nothing or suggests other applications, never ours. Our questions: Is there a specific INPlayMediaIntent configuration or domain required to handle live TV channel switching via Siri on tvOS? Is proper Siri integration for live TV gated behind the Apple Video Partner Program? If so, is there any public documentation or a path for apps outside the US to access it? Has anyone successfully implemented voice-driven live channel switching on tvOS outside of the Video Partner Program? Any guidance or pointers to relevant WWDC sessions would be greatly appreciated. Thank you.
Replies
1
Boosts
7
Views
459
Activity
Jul ’26