#EdgeAI

[pranathisoftwareservices]

AI and Machine Learning are reshaping how businesses operate in 2025. The rapid advancements are making it essential for companies to stay ahead of the curve.

How are you preparing your #business for these AI trends: https://www.pranathiss.com

[opensourceais]

Your AI Doesn’t Sleep. Neither Should Your Monitoring.

We’re living in a world run by models from real-time fraud detection to autonomous systems navigating chaos. But what happens after deployment?

What happens when your model starts drifting, glitching, or breaking… quietly?

That’s the question we asked ourselves while building the AI Inference Monitor, a core module of the Aurora Framework by Auto Bot Solutions.

This isn’t just a dashboard. It’s a watchtower.

It sees every input and output. It knows when your model lags. It learns what “normal” looks like and it flags what doesn’t.

Why it matters: You can’t afford to find out two weeks too late that your model’s been hallucinating, misclassifying, or silently underperforming.

That’s why we gave the AI Inference Monitor:

Lightweight Python-based integration

Anomaly scoring and model drift detection

System resource tracking (RAM, CPU, GPU)

Custom alert thresholds

Reproducible logging for full audits

No more guessing. No more “hope it holds.” Just visibility. Control. Insight.

Built for developers, researchers, and engineers who know the job isn’t over when the model trains it’s just beginning.

Explore it here: Aurora On GitHub : AI Inference Monitor https://github.com/AutoBotSolutions/Aurora/blob/Aurora/ai_inference_monitor.py

Aurora Wiki https://autobotsolutions.com/aurora/wiki/doku.php?id=ai_inference_monitor

Get clarity. Get Aurora. Because intelligent systems deserve intelligent oversight.

Sub On YouTube: https://www.youtube.com/@autobotsolutions/videos

[drnic1]

Revolutionizing AI at the Edge

In this week’s special edition of “News You Can Use” on HealthcareNOWRadio I sat down with Dinakar Munagala, CEO of Blaze, to explore the company’s remarkable journey from a garage startup to a NASDAQ-listed pioneer in Edge AI. Real-Time AI Where It Matters Most – The Edge Dinakar shares his background in chip design at Intel, where he contributed to graphics processors for Apple and Intel…

[ailifehacks]

Battery Optimization via Machine Learning: Powering Sustainable Energy for Smart Cities

Battery optimization via machine learning transforms energy storage, extending battery lifespan and efficiency for sustainable smart city power systems. Battery optimization via machine learning enables sustainable energy storage and efficient power distribution in smart cities across the USA, UK, and Europe. 🔋 Key Features of Battery Optimization via Machine Learning Predictive Charging…

[forlinx]

Introducing the FCU3501, our rugged, next-gen embedded computer powered by the Rockchip RK3588 SoC. Designed for industrial AI at the edge, it delivers up to 32 TOPS of AI performance via onboard NPU + Hailo-8 M.2 accelerator.

🔧 Key Features:

Dual NPU Architecture – 6 TOPS onboard + 26 TOPS via Hailo‑8

Supports 8K Video Encoding/Decoding – Perfect for smart vision applications

Wide Temp, Fanless Design (–40 °C to +85 °C)

Certified for Industrial Use – CE, FCC, RoHS, EMC-compliant

Modular Storage & Expansion – M.2 SSD, TF card, 4G/5G optional

Rich I/O for Smart Factories, Transportation, Buildings & more

📩 Want a spec sheet or evaluation sample? Contact us: sales@forlinx.com

[perfecthearing]

🎧 Introducing the All-New Starkey Edge AI+ Hearing Aid 🔊

Revolutionize how you hear the world with the next-gen AI-powered hearing technology!

✅ Powered by Edge AI+ – Real-time sound adjustments tailored to your environment

✅ Crystal-clear speech clarity, even in noisy settings

✅ Sleek, discreet design – Comfort meets style

✅ Health & wellness tracking built-in

✅ Fall detection and alerts for enhanced safety

✅ Seamless Bluetooth connectivity for calls, music & more

👂 Perfect for all ages – Whether it's a busy street, a crowded room, or a quiet conversation, Starkey Edge AI+ adapts instantly for natural, effortless hearing.

📍Available now at Perfect Hearing and Speech Clinic (Janakpuri, Gurugram, Bahadurgarh)

📞 Call us today for a FREE hearing test or demo: +91-9811196718

🌐 Visit: [www.perfecthearingandspeechclinic.com](http://www.perfecthearingandspeechclinic.com)

🔊 Get the Best Deals on Hearing Aids!

Looking for high-quality hearing aids at the best prices? Perfect Hearing and Speech Clinic offers a wide range of options to suit your needs. Schedule a hearing test and trial session with us today!

👍 Stay Connected:

- Follow us on: -

Facebook - https://www.facebook.com/perfecthearingclinic

Instagram-https://www.instagram.com/perfect_hearing_speech_clinic/

YouTube-https://www.youtube.com/@perfecthearingclinic

Location: Perfect Hearing and Speech Clinic, Janakpuri East, Delhi, and

Perfect Hearing and Speech Clinic, Sec 51, Ocus Quantum Gurugram

[bharatpatel1061]

AI Agents and Edge Computing: Autonomy on the Fringe

Not all agents live in the cloud. Edge-deployed AI agents operate on local devices—drones, smart cameras, wearables—where bandwidth and latency matter.

Key concerns:

Lightweight models (e.g., MobileBERT, TinyML)

Real-time processing

Offline decision-making

Edge agents support industrial IoT, healthcare monitoring, and field robotics. Learn how AI agents can be optimized for edge environments.

Use a hybrid model: lightweight local inference with optional cloud fallback for complex reasoning

[vasanthgr]

Latest Trends in Artificial Intelligence Technology

Artificial Intelligence (AI) technology is rapidly evolving with breakthroughs in generative AI, autonomous systems, and edge AI. These trends are revolutionizing industries by enabling smarter automation, real-time decision-making, and personalized user experiences. The focus is increasingly on ethical AI, improved data privacy, and human-AI collaboration.

[nrgnews-it]

Lean Nexus Platform (LNP): Driving European Competitiveness through Efficient Edge Intelligence and Digital Sovereignty

[ailifehacks]

Smart 6G Networks with AI Edge Optimization: The Future of Intelligent Connectivity

Smart 6G networks with AI edge optimization are transforming intelligent connectivity by enabling ultra-fast, low-latency, and adaptive communication for future technologies. Smart 6G networks with AI edge optimization are poised to redefine intelligent connectivity in the United States, Europe, and other advanced economies. This next-generation communication system uses artificial intelligence…