Tóm tắt pod AI cuối tháng 12: Mô hình Vision‑Language mất khả năng thị giác khi gộp với LLM; AI sinh ảnh chưa hiểu vật lý. Qualcomm đề xuất “Hierarchical Visual Injection” cải thiện chú ý. 95% dự án AI thất bại trước khi triển khai. AI agents chuyển từ chatbot sang tự động hoá SOPs. DeepSeek nổi bật, AI trên thiết bị đạt <0.5s. #AI #MachineLearning #VisionLanguage #AIAgents #DeepSeek #OnDeviceAI #AIResearch #AIVietnam

https://dev.to/ethan_zhang_e501fea89c25b/this-week-in-ai-key-insights-from-th

Executorch: On-device AI across mobile, embedded and edge for PyTorch

https://github.com/pytorch/executorch

#HackerNews #Executorch #OnDeviceAI #PyTorch #Mobile #Edge #Computing #EmbeddedAI

GitHub - pytorch/executorch: On-device AI across mobile, embedded and edge for PyTorch

On-device AI across mobile, embedded and edge for PyTorch - pytorch/executorch

GitHub
I'm going to be sending Perspective Intelligence for App Review tomorrow. There are some really cool features coming to All Access. Download the app and get subscribed to get everything new. https://apps.apple.com/us/app/perspective-intelligence/id6448894750 #AI, #iOSDev, #IndieDev, #OnDeviceAI
Perspective Intelligence App - App Store

Download Perspective Intelligence by Techopolis Online Solutions, LLC on the App Store. See screenshots, ratings and reviews, user tips, and more games like…

App Store

The CPU landscape is entering a major shift as 2026 approaches.

Intel’s Panther Lake brings high clocks, integrated Arc graphics, and on-device AI to laptops, while AMD’s X3D CPUs and Zen 6/Zen 7 roadmap hint at the next evolution of gaming performance and AI-ready processors.

https://www.buysellram.com/blog/recent-cpu-developments-and-trends-2026-intel-panther-lake-amd-x3d-zen-roadmaps-and-the-ai-race-heating-up/

#CPUTrends #CPUNews #AIHardware #Processors #TechNews #TPU #IntelPantherLake #AMDCPU #X3D #Zen6 #Zen7 #AIPC #OnDeviceAI #ChipletDesign #GamingPC #Workstation #2026Tech

Recent CPU Developments and Trends 2026: Intel Panther Lake, AMD X3D & Zen Roadmaps, and the AI Race Heating Up

Intel Panther Lake, AMD X3D, Zen 6 and Zen 7 signal major CPU trends for 2026, with AI acceleration, chiplets, and hybrid architectures.

BuySellRam
Perspective Intelligence 1.3 is now in public beta! Check out the Apple Watch app, image creation through image playgrounds, calendar functionality, and bug fixes through the beta cycle. You can join through TestFlight at https://testflight.apple.com/join/mYu8sjkA #IndieDev, #ai, #AIDev, #onDeviceAI
Join the Perspective Intelligence beta

Available on iOS

I’ve been thinking a lot about on-device AI. The tech is getting powerful, but it’s still not easy for non technical consumers.
If you work with on-device or edge AI, what would actually make this easier for everyday people?
Is it better tools, better UX, or something else entirely? I’d really love to hear what others think.
#AI #OnDeviceAI #EdgeAI #Tech #FediTech #OpenSource
I’ve been thinking a lot about on-device AI. The tech is getting powerful, but it’s still not easy for non technical consumers.
If you work with on-device or edge AI, what would actually make this easier for everyday people?
Is it better tools, better UX, or something else entirely? I’d really love to hear what others think.
#AI #OnDeviceAI #EdgeAI #Tech #FediTech #OpenSource
I have been hearing a lot about the new Llama CPP UI but have not tried it yet.
This week I am going to run it in a real on device AI workflow and see how well it fits into my day to day work as a blind iOS developer.
If you are using LlamaCPP or similar local model tooling, how is the new UI working for you in practice. What does it do well, and what still gets in your way.
#AI #OnDeviceAI #LlamaCPP
I have been hearing a lot about the new Llama CPP UI but have not tried it yet.
This week I am going to run it in a real on device AI workflow and see how well it fits into my day to day work as a blind iOS developer.
If you are using LlamaCPP or similar local model tooling, how is the new UI working for you in practice. What does it do well, and what still gets in your way.
#AI #OnDeviceAI #LlamaCPP