Richard Wei (@rxwei) 's Twitter Profile
Richard Wei

@rxwei

ID: 71512330

calendar_today04-09-2009 11:25:47

498 Tweet

3,3K Followers

295 Following

Devin (@justmedevin) 's Twitter Profile Photo

Very excited for all of the nice things Foundation Model access unlocks in iOS 26. Makes things like automatic tag suggestion in Crouton super smooth.

NatashaTheRobot (@natashatherobot) 's Twitter Profile Photo

New Blog Post: How to Add Custom Guardrails to Your FoundationModels Generation Learn how to add custom guardrails to Apple’s on-device FoundationModels framework to validate and filter user input using structured prompts and model-generated reasoning. Link below in comments!

NatashaTheRobot (@natashatherobot) 's Twitter Profile Photo

Don't miss this new guest blog post by Tarek M. Ben Lechhab! LLMs Calling LLMs: Building AI Agents with Apple's Foundation Models and Tool Calling Explore going from prompts to multi-agent architecture by leveraging Foundation Models tool calling capabilities and exposing LLMs themselves

Julian Schiavo (@_julianschiavo) 's Twitter Profile Photo

Still not all! Here’s a few more FoundationModels changes in beta 4: - Your tools can now return any `PromptRepresentable` (like a string, or a Generable model) instead of `ToolOutput` (which is no longer supported) - Use `logFeedbackAttachment` when filing FB’s to easily

Richard Wei (@rxwei) 's Twitter Profile Photo

NatashaTheRobot Julian Schiavo Ok, that’s good to hear! We are tracking a known issue: the framework may throw a guardrail violation for all prompts, where the actual reason is that the model assets haven’t been fully downloaded. (FB18944619)

Rudrank Riyam (@rudrankriyam) 's Twitter Profile Photo

There is a new refusal case with explanation. They explicitly mention that a token is 3-4 characters in English. I had asked for a property to keep count of it in a feedback but the response was that it is not on the engineering team's roadmap

There is a new refusal case with explanation. They explicitly mention that a token is 3-4 characters in English.

I had asked for a property to keep count of it in a feedback but the response was that it is not on the engineering team's roadmap
Richard Wei (@rxwei) 's Twitter Profile Photo

Shihab Mehboob You need to recompile your app using Xcode 26 beta 5 to run the app on OS 26 beta 5. We made some final API improvements and removed APIs that were deprecated in previous betas.

Shashank Prasanna (@shshnkp) 's Twitter Profile Photo

If you missed the WWDC25 recap broadcast, video is now on Youtube! I cover: - On-device LLM using the Foundation Models framework - Custom models using CoreML - Latest research models using open-source MLX and more! Enjoy! youtube.com/watch?v=9lO3ds…

If you missed the WWDC25 recap broadcast, video is now on Youtube! I cover:
- On-device LLM using the Foundation Models framework
- Custom models using CoreML
- Latest research models using open-source MLX
and more! Enjoy!
youtube.com/watch?v=9lO3ds…
Richard Wei (@rxwei) 's Twitter Profile Photo

Rudrank Riyam That’s right — guardrails will no longer be triggered by sensitive/controversial topics that are not fundamentally unsafe. If you ask the model to summarize or rewrite such content, the model will do as told; otherwise, the model may still refuse with an explanation.

Richard Wei (@rxwei) 's Twitter Profile Photo

The team that built the Foundation Models framework is hiring! Join us to create the best LLM APIs, both for app developers and for Apple teams. jobs.apple.com/en-us/details/…

Shun Takeishi (@shuntakeishi) 's Twitter Profile Photo

9/11だけではありますが、Foundation Model フレームワークのエンジニアも参加してくれることになりました。もし直接エンジニアと話したいって方は9/11にぜひご応募ください。また、9/9,10の枠も、もちろんお待ちしております。

Charlie Chapman (@_chuckyc) 's Twitter Profile Photo

My Dark Noise update with the new iOS 26 Liquid Glass design, and a new Magic Mix feature (demoed here) powered by the new Foundation Model API & Apple Intelligence is ready for tomorrow's release! If you're press writing about app updates, my press release is below 🧵👇

Richard Wei (@rxwei) 's Twitter Profile Photo

Trying out lots of new apps from App Store today! Love all these delightful features leveraging our on-device LLM 🤩 #iOS26