CLM-v0.1-8B ported to MLX — frozen Qwen3-8B encoder for instant on-device decisions.
https://t.co/wbfD2RHSzC
Ported CLM (https://t.co/RpAxzAd0TM) — a frozen Qwen3-8B encoder + tiny fp32 heads that answers yes/no, choice, and score questions by embedding similarity to Apple MLX.
What DeepSeek Harness achieve?
Training a model to deeply understand its harness shifts intelligence from the model alone to the system: model intelligence × harness utilization = system intelligence.
The interesting idea is when #DeepSeek harness creates a plugin tool, uses it, learns from success or failure, and those experiences become training data for the next model update/RL. That turns a harness from a static execution layer into a continuous learning system.
https://t.co/aPGuBE5vum
A Programming Paradigm for Spatiotemporal Composability
#deepseek is trying to be an open source AI first harness App Store is the bigger news.
DeepSeek Harness was just released with MIT license. The current 0.1.0 version is a developer preview, and may still have many rough edges. Feedback is welcome!
DeepSeek Harness 已经以MIT协议开源发布。现在的0.1.0版本是一个面向Harness开发者的预览版,还很不完善。恳请大家多提提宝贵意见。
https://t.co/aBToa3b3L9 https://t.co/VMZC5i2sG0
Big news: Kimi-K3 by @Kimi_Moonshot is now #1 in the Frontend Code Arena with 1679 pts, surpassing Claude Fable 5.
This is a 17-place jump from Kimi-k2.6 (#18 -> #1).
In Frontend, Kimi-K3 ranked #1 in 6 of 7 domains: Brand & Marketing, Reference-Based Design, Data & Analytics, Consumer Product, Simulations, and Content Creation Tools, landing #2 only in Gaming behind Fable 5.
The full model weights will be released by July 27.
Congrats to the @Kimi_Moonshot team on this major milestone!
You can use Animated Texture resource with Projective Textures. Here I have created this caustics effect in my Apple Vision Pro app using a Low Level Texture API released last year on VisionOS. The Orb has a Bloom Component on it creating a beautiful glow.
Playing around with the new Device Hub and found a nice surprise: we can now launch apps on Vision Pro from a Mac🎉
This is going to make demos so much easier.
No more helplessly watching family and friends trying to find Encounter Dinosaurs 😂
After spending some time with the new visionOS 27 APIs and Reality Composer Pro 3, I get the feeling that Apple is opening up more of the underlying platform to developers than it did ove the past two years.
Lighting, blooming, cloth simulation, Gaussian Splatting, and more.
Not to mention that Reality Composer Pro 3 feels like a completely new engine-like editor, now much more decoupled from Xcode.
Most of these updates aren't features that end users will immediately notice. But they directly expand what artist, designers and developers can build.
visionOS 27 introduces a new widget that can instantly connect to Mac Virtual Display, without you needing it to have the Mac nearby.
You litterally just need to have your keyboard and mouse ready.
This is the setup of the future.
If you care about:
AI + creativity
real control
building tools (not toys)
Check it out:
GitHub
https://t.co/po09ILuZ5k
Demo
https://t.co/VDjq5h4RUv
Reddit
https://t.co/MQ1bjDP18s
Most AI photo editors are just slot machines.
You type something vague →
You get something random →
You tweak and pray
I built something different:
PhotoSteps ↓