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I stumbled upon this excellent paper on deploying LLMs efficiently at the edge using only ternary weights with Bitnet.cpp. If edge AI excites you, check this out! See link below. #EdgeAI #LLM #ModelCompression #MachineLearning #Research
https://arxiv.org/abs/2502.11880

Big news: BrainChip and @KlepsydraTech are partnering to build a heterogeneous AI runtime for the Akida™ neuromorphic processor.

10x more data. 50% less power. Space-ready. Hardware-agnostic.

🔗 Full PR → https://bit.ly/4rrktxl

#Klepsydra #EdgeAI #Neuromorphic #Akida

Tired of cloud AI costs & privacy worries? AI is coming to your device! Get instant, private intelligence right on your hardware. Learn how local AI works.

thepixelspulse.com/posts/the-rise-of-on-dev...

#ondeviceai #localai #edgeai

VIVOTEK Strengthens AI Innovation With Network Optix Platform Integration TAIPEI — Global security solutions provider VIVOTEK has announced the integration of its Deep Search Plugin into the Network Optix (Nx) platform, marking a significant step in advancing open Video Management System (VMS) ecosystems and Edge AI technology. The integration allows VIVOTEK’s AI-enabled cameras to deliver advanced video search capabilities directly within the Nx interface, …

VIVOTEK Strengthens AI Innovation With Network Optix Platform Integration #VIVOTEK #AIInnovation #VideoManagement #DeepSearch #EdgeAI

✨Call for Papers for the LPAI4IA 2026✨
sites.google.com/view/lpai4ia/home

📅 June 24th, 2026
📍 Maastricht, The Netherlands

Submission start: March 15th
Submission Deadline: May 9th

@kouzinopoulos.bsky.social @xai-at-dacs.bsky.social @maastrichtu.bsky.social
#AcademicSky #workshop #EdgeAI #papers

Real-Time AI Systems Push Engineers to Rethink Latency, Throughput, and Hardware

Scaling real-time AI demands ruthless optimization of latency, throughput, and hardware—from edge devices to hyperscale clouds powering autonomous systems. #edgeai

It's official. Akida Tag is here and the full story is worth a read.

From always-on inference to on-device learning — here's everything you need to know.

📄 https://bit.ly/3P1sImw

#AkidaTag #BrainChip #EdgeAI #WearableAI

Nordic Semiconductor strengthens nRF54L Series leadership in ultra-low-power edge AI Nordic takes a major step in making energy-efficient edge intelligence accessible to every developer and battery–powered device. NUREMBERG, Germany, March 11, 2026 /PRNewswire/ — Nordic Semiconductor, a global leader in low–power wireless connectivity solutions, today announces a major step forward in its edge AI strategy, expanding its next–generation, ultra-low-power portfolio with new cutting-edge capabilities and the broad availability of its first Neural Processing Unit (NPU) enabled nRF54LM20B System-on-Chip (SoC). High-performance acceleration for real-time intelligence The large-memory nRF54LM20B’s integrated NPU accelerates TensorFlow Lite–class models up to 15 times faster and with significantly lower energy consumption than execution on the Arm Cortex […]

Nordic Semiconductor strengthens nRF54L Series leadership in ultra-low-power edge AI #NordicSemiconductor #EdgeAI #LowPower #WirelessConnectivity #NPU

Our wearable AI platform that doesn't need the cloud is here.

AkidaTag — always-on. Always private. Learns on-device in real time. We just unveiled it at Embedded World 2026.

Watch it. 👇 

🔗 https://bit.ly/4sJsIpP

#AkidaTag #BrainChip #EdgeAI #WearableAI

Intel Core Series 2: The all P-Core CPU built for the AI edge Intel launches Core Series 2 with up to 12 P-cores for industrial edge AI, delivering real-time performance and beating AMD in key benchmarks.

Intel just killed the E-core for edge AI.

Core Series 2 is all P-cores, and it's 4.4x faster than AMD on latency.

This chip is built for factories, robots & hospitals. Not your gaming rig. 🔥🤖

Full breakdown 👇
geekrealmhub.com/intel-core-s...

#Intel #EdgeAI #EmbeddedWorld

Embedded World 2026 is live in Nuremberg

Find us at Hall 5, Stand 5-213. Come see what neuromorphic AI can do at the edge.

#EmbeddedWorld2026 #EdgeAI #BrainChip

What is Physical AI? - Shawn Hymel Most of the recent excitement around artificial intelligence (AI) has focused on systems that live entirely in the digital world: large language models (LLMs)

The term #PhysicalAI seems to be gaining a lot of hype recently. The idea is simple: #AI systems that sense the world, make decisions, and influence real physical systems.

I wrote a short post on how this relates to robotics, #embedded systems, and #edgeAI.
👇
shawnhymel.com/3207/what-is...

Understanding Edge AI: The Future of On-Device Intelligence Artificial intelligence has traditionally been associated with centralized cloud computing. Massive datasets are uploaded to hyperscale cloud environments where GPUs train models and perform inference. For the past decade, this model has dominated enterprise AI architecture. However, a fundamental shift is now underway. Enterprises are increasingly deploying AI models directly on edge devices—factories, hospitals, retail stores, vehicles, cameras, and IoT infrastructure.

Edge AI is redefining enterprise architecture—bringing real-time intelligence, stronger security, and ultra-low latency beyond the cloud.
#EdgeAI #AzureArc #AIArchitecture #CloudStrategy #HybridCloud #IoT #EnterpriseAI #CloudDailywire

How Indosat is scaling AI-RAN across its network As Indosat scales its AI-RAN infrastructure, telecom leaders are gaining a potential real-world blueprint for improving network efficiency.

Following a commitment announced at MWC alongside Nokia and NVIDIA, Indonesian operator Indosat is pushing past laboratory concepts. #indosat #telecoms #cloudran #edgeai #connectivity #5g #ai #technology

AMD Pushes P100 Embedded to 12 Cores and 80 TOPS AMD expands its Ryzen AI Embedded P100 family with six new 8-to-12-core processors delivering 80 system TOPS, targeting industrial automation, robotics, and medical imaging.

AMD Pushes P100 Embedded to 12 Cores and 80 TOPS

awesomeagents.ai/news/amd-p100-12-core-ed...

#Amd #RyzenAiEmbedded #EdgeAi

Qualcomm Pivots to Physical AI with Arduino's New Developer Platform Qualcomm launches Arduino Ventuno Q development board with 40 TOPS AI processing for autonomous robots and edge AI systems, launching Q2 2026.

Qualcomm Pivots to Physical AI with Arduino's New Developer Platform

#Arduino #Qualcomm #RoboticsAI #EdgeAI #AusNews

thedailyperspective.org/article/2026-03-09-qualc...

Local AI Server: Build Your Best Budget Hardware Fed up with rising API fees? Learn how a local AI server with affordable hardware and high-VRAM GPUs cuts costs, boosts privacy, and slashes latency.

The privacy boundary of your Prompts is your LAN and keep it that way.
#VRAM > hype.

details here: shop.zimaspace.com/blogs/zima-c...

#LocalAI #SelfHosted #Homelab #AI #Tech #EdgeAI #ZimaBoard #ZimaBlade

Scaling edge AI deployments on industrial IoT platforms Getting edge AI running across industrial IoT platforms often stalls as many projects hit bottlenecks when scaling their pilot deployments.

“Factories need the freedom to experiment without boundaries if they’re going to embrace AI." #iiot #edgeai #iot #automation #digitaltransformation #ai #technology

The Autonomous Edge: How Enterprises Can Operationalize AI with Zero‑Trust Security and Automated Orchestration Edge computing is no longer a forward‑looking experiment—it has become one of the most urgent enterprise transformations of the decade. The proliferation of connected devices, AI‑driven operations, and real‑time decision-making requirements has pushed organizations toward architectures that extend beyond traditional data centers and cloud regions. Whether it’s a smart store recognizing shelf‑level anomalies, a fleet vehicle rerouting around congestion, or an electrical grid predicting equipment failure milliseconds before it happens, the edge has become an operational frontier that demands AI‑enabled autonomy.

Deploying Edge AI from pilot to production requires automation, zero‑trust security, and real‑time intelligence. Here’s the full roadmap. #EdgeAI #ZeroTrust #CloudDailywire

Cervoz to Showcase Advanced Edge AI Hardware Solutions at Embedded World 2026 TAIPEI — Industrial storage and memory solutions provider Cervoz Technology Co., Ltd. will present its latest hardware innovations at the global embedded technology exhibition Embedded World 2026 taking place from March 10 to 12 at the Exhibition Centre Nuremberg in Germany. A key highlight of the company’s participation is the nomination of its M.2 CAN …

Cervoz to Showcase Advanced Edge AI Hardware Solutions at Embedded World 2026 #EdgeAI #EmbeddedWorld2026 #Cervoz #TechInnovation #AITechnology

Embedded Vision Summit 2026 Preview - CV & AI Hardware, Software, & Presentations YouTube video by OpenCV

Today on OpenCV Live we welcome Jeff Bier and Phil Lapsley for an insider look at Embedded Vision Summit, the premier conference on practical computer vision and edge AI. Live at 9am Pacific

Watch: youtube.com/live/4DyGK0j... #OpenCV #ComputerVision #EdgeAI #AI

9 Mothers Defense hires a Lead AI Engineer in Austin, TX to build from‑scratch AI for real‑time counter‑drone on edge hardware. Work with Python, PyTorch, Jetson and sensor‑fusion. Deploy AI that saves lives. #AI #EdgeAI #Defense #TechJobs aihackerjobs.com/company/9mot...

Intel Xeon 6+ Clearwater Forest: 288 Çekirdekli Dev İşlemci Xeon 6+ Clearwater Forest, 288 çekirdek ve 1,1 GB önbellek ile profesyonel sunuculara güç katıyor. Intel’den sunucu dünyasında dev adım.

🚀 Intel Xeon 6+ Clearwater Forest: 288 çekirdekli dev sunucu işlemcisi! 1,1 GB cache, DDR5-8000 RAM ve Edge AI desteğiyle bulut ve veri merkezlerinde rekor kırıyor.

get4games.com/intel-xeon-6...

#IntelXeon #ClearwaterForest #Sunucuİşlemcisi #Bulut #EdgeAI

Maximizing Efficiency with Edge AI Security Solutions Across industrial floors, hospital networks, logistics fleets, and smart cities, a shift is accelerating: security is moving closer to where data is created. The cost of relying solely on cloud‑centric threat detection — where data must travel to centralized systems before analysis — is now too high. Latency delays response. Bandwidth drains budgets. Privacy regulations tighten data locality requirements. And as attacks grow faster and more automated, threats can emerge and spread before cloud systems have a chance to react.

Real-time, on-device defense powered by distributed AI across Azure + AWS. Faster detection, lower risk.
#EdgeAI #CloudSecurity #CloudDailyWire

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Meet #NullClaw 🦞, a full AI agent framework written in raw #Zig that fits in 678 KB, runs on ~1 MB of RAM, and boots in under 2ms.

The entire thing is ~45,000 lines of Zig with 3,230+ tests.

🔗
github.com/nullclaw/nul...

#AIAgents #EdgeAI #EmbeddedAI #OpenSource #TinyML #AIInfrastructure #AI

DELL PowerEdge XR9700 is a rugged outdoor server - Univold PowerEdge XR9700 is a rugged outdoor server from Dell Technologies designed specifically for telecommunications and edge computing use cases: cloud-native RAN (Radio Access Network), Open RAN, 5G, and...

univold.com/dell-powered...
DELL PowerEdge XR9700 is a rugged outdoor server #Dell #PowerEdge #XR9700 #5G #vRAN #OpenRAN #Telecom
#EdgeComputing #CloudRAN #RemoteRadioUnit
#RAN #EdgeAI #NetworkInfrastructure

We'll be at #EmbeddedWorld2026 in Nuremberg

📍 Come find us at Hall 5, Stand 5-213 (March 10–12) and see Akida neuromorphic AI in action! 🧠⚡ See you there!

#EdgeAI #Neuromorphic #BrainChip

Before I Speak to ECE Department Heads About Edge AI, I Want Your Input - Shawn Hymel At the end of March, I’ll be attending the annual ECEDHA conference, where I’ll be on a panel with ECE department heads and other industry leaders discussing

I'm speaking with #ECE department heads at #ECEDHA (end of March) about integrating #edgeAI into university curricula. If you hire or mentor #embedded engineers, what skills are new grads missing? I’d love your input! I'll bring this feedback into the room. #education

shawnhymel.com/3203/before-...

Cloud AI = scalable but network dependent.
On-Device AI = instant, low-latency inference.

The real innovation? Hybrid AI systems.
Built smarter with Osiz

www.osiztechnologies.com/ai-developme...

#EdgeAI #CloudAI #FutureTech

🤖 Agentic AI: Autonomous decision agents reshape work.
📊 Multimodal & Edge AI: On-device, efficient, diverse data use.
🌱 Sustainability: AI drones reduce sampling waste.
#AI2026 #AgenticAI #EdgeAI #AIDrones
#AI2026 #AgenticAI #EdgeAI #AIDrones
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