Is the Cloud getting too expensive for AI?
Offline AI is the silent trend of 2025
With Llama 4 and Edge AI gaining traction, running the full stack locally is now viable and possible
- The Stack: Local Llama 4 + Dockerized Postgres + Ollama
- The Benefit: Zero data egress fees. Zero privacy risks
- Use Case: Healthcare and Fintech apps that cannot leave the premises
#ai #edgeai #postgres #postgresql #dougortiz
Is your organization pushing for "Edge AI" or still 100% cloud?
🚀 SiMa.ai partners with Kaynes Semicon to supercharge Physical AI manufacturing in India! This collaboration could be a game-changer for domestic semiconductor innovation and edge AI technologies. Local tech ecosystem gets a major boost towards advanced machine learning hardware. Exciting times ahead for Indian tech! #PhysicalAI #EdgeAI #SemiconductorInnovation #MakeInIndia
🔗 https://aidailypost.com/news/simaai-kaynes-semicon-team-up-advance-physical-ai-manufacturing-india
🛑 Lo sợ rò rỉ dữ liệu sức khỏe tâm thần? Giải pháp AI chạy 100% trên thiết bị cá nhân đã có!
WebLLM + WebGPU + TVM Unity giúp chạy mô hình ngôn ngữ lớn ngay trong trình duyệt:
- Dữ liệu nhạy cảm KHÔNG bao giờ rời khỏi thiết bị
- Tạo không gian an toàn tuyệt đối cho hỗ trợ sức khỏe tâm thần
- Hỗ trợ chạy Llama-3 trực tiếp trên laptop cá nhân
- Ưu tiên bảo mật qua giải pháp Local-First thay vì Client-Server
Bảo vệ riêng tư là ưu tiên hàng đầu trong lĩnh vực chăm sóc sức khỏe! #EdgeAI #LocalAI
🧠 Ready to build AI that works like your brain?
Traditional AI is great, but Spiking Neural Networks (SNNs) are the next frontier—offering massive energy efficiency and real-time temporal processing. 🚀
🔬 Brian2: The flexible, equation-driven choice for neuroscience.
🏗️ Nengo: The high-level framework for building functional cognitive systems.
🔗 https://ideant.xyz/programming-spiking-neural-networks-your-complete-guide-to-building-brain-inspired-ai-with-brian2-and-nengo/
#SNN #AI #MachineLearning #Neuromorphic #Brian2 #Nengo #Python #Neuroscience #Robotics #EdgeAI
2026 will bring about significant changes in IT at a rapid pace. Which shift do you think will hit hardest? #IT2026 #CIO2026 #IT2026 #CIO2026 #FutureOfIT #AIinIT #AIOps #Cloud2026 #EdgeAI #ZeroTrust #FinOps #DigitalLeadership #Cyber2026 #TechTrends2026
https://www.linkedin.com/pulse/frontier-2026-year-tech-turns-sharp-sanjay-k-mohindroo--5ri5c
2026 will bring about significant changes in IT at a rapid pace. Which shift do you think will hit hardest? #IT2026 #CIO2026 #IT2026 #CIO2026 #FutureOfIT #AIinIT #AIOps #Cloud2026 #EdgeAI #ZeroTrust #FinOps #DigitalLeadership #Cyber2026 #TechTrends2026
https://www.linkedin.com/pulse/frontier-2026-year-tech-turns-sharp-sanjay-k-mohindroo--5ri5c
AMD Embedded+ mini-ITX Board features Ryzen AI Embedded P132 CPU, Versal AI Edge Gen2 VE3558 SoC FPGA
120B Parameter in der Tasche 🧠 Tiiny AI Pocket Lab: Lokale KI-Inferenz, 80 GB RAM, Guinness-zertifiziert. Keine Cloud.
Meine Einschätzung: Solide Idee, echtes Bedürfnis. Aber erst unabhängige Benchmarks zeigen, ob's hält.
(Picture Credits to Tiiny AI Inc., 10.12.2025, via PRNewswire, "Tiiny AI Reveals World's Smallest Personal AI Supercomputer, Verified by Guinness World Records"; gesehen bei Norman Paulsen;)
Flashing Linux images on RK3568 made simple ⚙️
This guide shows how to flash boot.img & rootfs.img via TFTP + U-Boot on the Forlinx RK3568 dev board.
✔️ Fast network flashing
✔️ Clear eMMC partitioning
✔️ Industrial-grade reliability
✔️ Ready for AI & edge apps
https://www.forlinx.net/industrial-news/forlinx-rk3568-tftp-flash-guide-766.html
RunAnywhere (YC W26) (@RunAnywhereAI)
CES 2026 관련 온디바이스 AI 발표 요약입니다. NVIDIA는 로보틱스용 엣지 추론을, 삼성은 2026년 말까지 8억대에 로컬 AI 탑재를 목표로, Qualcomm은 45+ TOPS NPU를 탑재한 Snapdragon X2를, Motorola는 완전 온디바이스로 작동하는 웨어러블 AI 'Project Maxwell'을 발표했습니다.
Reolink Floodlight 4K Smart PoE security cameras add on-device LLM for natural language video search
Intel’s Core Ultra Series 3 marks a major shift in AI PC design. Built on Intel’s new 18A process, Panther Lake combines CPU, Arc graphics, and dedicated AI acceleration to deliver longer battery life, stronger integrated gaming, and scalable AI performance across PCs and edge systems. This launch highlights how efficiency, local AI, and unified SoC architectures are redefining the next phase of computing.
“With Series 3, we are laser-focused on improving power efficiency, adding more CPU performance, a bigger GPU in a class of its own, more AI compute and app compatibility you can count on with x86.”
https://www.buysellram.com/blog/intel-core-ultra-series-3-a-new-era-for-ai-pcs-begins/
#Intel #CoreUltra #AIPC #AIComputing #EdgeAI #Semiconductor #PCInnovation #IntegratedGraphics #OnDeviceAI #EnterpriseIT #Intel18A #IntelCoreUltra #tech
Intel Core Ultra Series 3, up to 27 hours of battery life during video playback
“With Series 3, we are laser-focused on improving power efficiency, adding more CPU performance, a bigger GPU in a class of its own, more AI compute and app compatibility you can count on with x86.”
https://www.buysellram.com/blog/intel-core-ultra-series-3-a-new-era-for-ai-pcs-begins/
#Intel #CoreUltra #AIPC #AIComputing #EdgeAI #Semiconductor #PCInnovation #IntegratedGraphics #OnDeviceAI #EnterpriseIT #Intel18A #IntelCoreUltra #tech
At CES 2026, NXP and GE HealthCare unveil a new edge‑AI platform powered by neural processing units, promising faster, responsible AI for acute patient care. Discover how this partnership could reshape bedside decision‑making and improve outcomes. Read the full story now! #EdgeAI #NXP #GEHealthCare #ResponsibleAI
🔗 https://aidailypost.com/news/nxp-ge-healthcare-unveil-edge-ai-acute-care-ces-2026
Awni Hannun (@awnihannun)
LFM2.5가 mlx-lm에서 M5 노트북으로 매우 빠른 prefill 성능을 보였습니다. 전체 정밀도 모델이 28k 토큰 프롬프트를 6초 미만(<6s)에 처리(>5k tok/s)하여, 소형 기기와 뉴럴 가속기를 활용한 온디바이스 추론에 적합한 경량 모델 후보로 평가됩니다.
Một mô hình AI 30B (Qwen3-30B) giờ có thể chạy mượt trên Raspberry Pi 5 (16GB) với tốc độ 8.03 TPS và giữ 94.18% chất lượng gốc, nhờ tối ưu hóa ShapeLearn GGUF. Không cần phần cứng mạnh, hiệu suất cao nhờ lượng tử hóa thông minh. #AI #LLM #Qwen #RaspberryPi #EdgeAI #MáyHọc #TríTuệNhânTạo #EdgeComputing
https://www.reddit.com/r/LocalLLaMA/comments/1q5m2n6/a_30b_qwen_model_walks_into_a_raspberry_pi_and/
Edge AI on microcontrollers (#TinyML) hasn’t had a breakout moment, but it has matured in the past few years. In my latest blog post, I look at some of the major trends of TinyML in the past year as well as speculate on what's coming in 2026.
👇
https://shawnhymel.com/3125/state-of-edge-ai-on-microcontrollers-in-2026/?utm_source=mastodon&utm_medium=social&utm_campaign=general_courses_blog
NVIDIA Jetson T4000 Edge AI embedded system offers 5GbE networking, four PoE camera ports, DIO, CAN Bus, and more
Happy 2026! 🎉
What better way to start the year than with news that our #ArmSoMCM5 #RK3576 is powering the world's first AI buoy for real-time whale stranding alarm in New Zealand? 🌊🐋
By enabling real-time “pre-stranding” detection, we’re helping rescuers act within the “golden hour.” A meaningful step in #TechForGood.
Proud of our collaboration with Project Jonah & Cetaware
Here’s to building a smarter, kinder planet in 2026. 🌍✨
https://armsom.org/post/armsom-cm5-powers-world-s-first-ai-early-warning-buoy-to-safeguard-pilot-whales-in-new-zealand
#EdgeAI #MarineConservation #armbian #iot
🖥️ Edge AI in consumer hardware, Next-gen gaming monitors with embedded AI upscaling demoed pre-CES, hardware doing vision AI on device. Are GPUs losing their exclusive role in visual compute? #EdgeAI https://www.tomshardware.com/monitors/gaming-monitors/lg-ultragear-evo-gaming-monitor-lineup-announced-ahead-of-ces-2026-27-inch-5k-mini-led-39-inch-curved-tandem-oled-and-a-52-inch-5k2k-large-format-display
