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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

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A TinyML Wearable System for Real-Time Cardio-Exercise Tracking
www.mdpi.com/2673-4591/11...

By Timothy Malche
From the 12th International Electronic Conference on Sensors and Applications

#TinyML #WearableTech #FitnessTech #CardioMonitoring

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Harvard's open-source ML systems engineering textbook with runnable TinyTorch framework - bridging t

Harvard's open-source ML systems engineering textbook with runnable TinyTorch framework - bridging t

Harvard's open-source ML systems engineering textbook with runnable TinyTorch framework - bridging the gap between AI theory and production-ready systems

https://github.com/harvard-edge/cs249r_book

#MLSystems #TinyML #EdgeComputing

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Full object detection on a #microcontroller in 3.5 ms is quite impressive! Yes, I’m using an #AI accelerator…I’m certainly not doing inference on the CPU in that amount of time 😁 #edgeAI #tinyml #embedded

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So, #TinyML is too small. LLMs are...probably not what I am looking for.

Is there like a GoldieLocksML or something? #ai #ml #machinelearning

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The Whispering Machines: How Open Source Is Bringing Intelligence To The Tiniest Devices - Open Source For You Built on open source frameworks, TinyML is enabling complex machine learning models to run on the microcontrollers embedded in connected devices, bringing

Open source frameworks are driving TinyML to embed powerful machine learning on ultra-low-power microcontrollers, shifting intelligence from the cloud to the smallest connected devices for smarter, faster responses.

www.opensourceforu.com/2026/01/the-...

#electronics #TinyML #opensource

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#Science #Technology #AI #Innovation #NASA #SpaceExploration #Biotech #GeneEditing #ClimateAction #Geoengineering #FutureTech #DeepSeek #TinyML #STEM #AgTech #Australia #DigitalPolicy #Research

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Build an ESP32 Text to Speech Offline System Build ESP32 text to speech offline converter with Talkie TTS library. Step-by-step tutorial includes circuit connections, code examples, and troubleshooting.

What if your ESP32 could talk — without the internet?
Check out this offline text-to-speech project using ESP32 that brings voice to your microcontroller projects!
👇 Take a look:
🔗 circuitdigest.com/microcontrol...
#ESP32 #TinyML #TextToSpeech #EmbeddedAI #IoT #EdgeComputing #Maker

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The discussion delved into "Minimally Viable LLMs." How small can a language model be and still retain conversational ability? Z80-μLM demonstrates that tiny models can offer surprising capabilities, challenging assumptions about AI scale. #TinyML 3/6

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Awakari App

Pushing a $7 Linux Board to the Limit NPU Inference on the LuckFox Pico RV1103 Continue reading on Medium »

#rockchip-rv1103 #npu #machine-learning #tinyml #luckfox-pico

Origin | Interest | Match

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RIP Arduino & Open Hardware.. thanks to Qualcomm
RIP Arduino & Open Hardware.. thanks to Qualcomm YouTube video by SavvyNik

This is worrying news for the Open Source community.
#Arduino #TinyML
youtu.be/7Sc43ZRVds8?...

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Fruit fly AI: SLMs are the new LLMs Podcast Episode · TechFirst with John Koetsier · 11/12/2025 · 23m

ICYMI: I joined John Koetsier on the TechFirst podcast to talk about how quantum-inspired AI compression is reshaping what’s possible for AI at the edge.

Catch the full episode here → podcasts.apple.com/us/podcast/f...
#EdgeAI #AICompression #TinyML #FutureOfAI

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Original post on mastodon.social

News from #STMicro as the company updates its #tinyML model zoo - now some 140-models strong, plus with fresh support for #PyTorch after previously pinning its hopes on #tflite […]

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Machine Learning Trends: The Future is Here Machine Learning Trends: What's Really Changing the Game? It feels like you can't scroll through a news feed or have a conversation about technology without someone mentioning AI. It’s everywhere.…

Machine Learning Trends: The Future is Here #explainableAI #AIethics #reinforcementlearning #federatedlearning #AItrends2024 #tinyML #generativeAI #naturallanguageprocessing #MLOps #futureofmachinelearning

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Deep Learning on Microcontrollers: The State of Embedded ML in 2025 - Shawn Hymel Edge AI has been gaining traction, and deploying deep learning models on microcontrollers (MCUs) has evolved from a niche experiment to a mainstream

Running deep learning models on microcontrollers has gained mainstream popularity among silicon vendors and #firmware developers. My latest article examines the state of the #TinyML runtime offerings in 2025.
👇👇👇
shawnhymel.com/2994/deep-le...

#microcontroller #embedded #AI #MachineLearning

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Top Machine Learning Trends to Watch in 2024 The AI Revolution Isn't Coming. It's Here. Let's be honest, trying to keep up with artificial intelligence feels like drinking from a firehose. One minute, we're impressed by an app…

Top Machine Learning Trends to Watch in 2024 #explainableAI #datasciencetrends #tinyML #largelanguagemodels #AutoML #MLOps #AItrends #AIinbusiness #futureofmachinelearning #causalAI

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GitHub - davidvonthenen/2025-all-things-open: All resources (slides, code, etc) for All Things Open 2025: TinyML Meets PyTorch: Deploying AI at the Edge with Python Using ExecuTorch All resources (slides, code, etc) for All Things Open 2025: TinyML Meets PyTorch: Deploying AI at the Edge with Python Using ExecuTorch - davidvonthenen/2025-all-things-open

#AllThingsOpen 2025 was incredible! 🙌 Huge thanks to everyone who joined my session, "TinyML Meets PyTorch: Deploying AI at the Edge with Python Using ExecuTorch." The live demo energy was 🔥

Grab the slides + code here 👉 bit.ly/4mNZL8R

#EdgeAI #TinyML

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How to Get a Job in Edge AI: Essential Skills for 2025 - Shawn Hymel Edge AI refers to artificial intelligence that runs directly on devices at the "edge" of the network: things like smartphones, smart cameras, industrial

"What skills do I need for edge AI?" is a question I often get. #EdgeAI requires a unique blend of #ML math, #Python for training/optimization, and #embedded or #mobile development. Check out my full blog post to learn more (and recommended courses):
👇
shawnhymel.com/2976/how-to-...

#TinyML

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Discover the New Arduino UNO Q: The All-In One Toolbox Arduino UNO Q bridges high-performance computing with real-time control. Discover innovation made simple.

Definitely want to experiment with the #Arduino UNO Q: dual-core Cortex-M7, onboard NPU, and TensorFlow Lite support. Real-time #AI at the edge, no cloud required
🔗 arduino.cc/product-uno-q #Arduino #EdgeAI #TinyML #IoT

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LORT Model Boosts Speech Enhancement with Tiny 0.96M Parameter Design

LORT Model Boosts Speech Enhancement with Tiny 0.96M Parameter Design

LORT, a compact 0.96 M‑parameter model, delivers strong monaural speech enhancement on VCTK+DEMAND and DNS Challenge datasets while keeping computational load low. Read more: getnews.me/lort-model-boosts-speech... #speechenhancement #lort #tinyml

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Dual‑Hand Gesture Interface with TinyML Boosts ROS Mobile Manipulators

Dual‑Hand Gesture Interface with TinyML Boosts ROS Mobile Manipulators

Dual‑hand TinyML gesture interface lets one hand steer a robot’s base and the other control a 7‑DOF Kinova arm in real‑time via ROS. Paper posted 23 Sep 2025. Read more: getnews.me/dual-hand-gesture-interf... #tinyml #ros #kinova

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TinyAC: Enabling Autonomous Computing for Tiny Edge Devices

TinyAC: Enabling Autonomous Computing for Tiny Edge Devices

TinyAC introduces a two‑layer system: ultra‑light TinyML models run on microcontrollers with just a few kilobytes of RAM, while cloud‑hosted LLMs handle high‑level policy and explanations. Read more: getnews.me/tinyac-enabling-autonomo... #tinyac #tinyml #llm

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A New TinyML Streaming Benchmark for MLPerf Tiny v1.3 - MLCommons A New TinyML Streaming Benchmark for MLPerf Tiny v1.3

TinyML benchmarks finally address real-world deployment with MLCommons' new streaming benchmark in MLPerf Tiny v1.3. Tests 20-minute continuous wake word detection while measuring power and duty cycle.
Technical deep dive: mlcommons.org/2025/09/mlpe... #MLPerf #TinyML #EdgeAI

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Advancing Stress Detection and Health Monitoring with Deep Learning Approaches
www.mdpi.com/2813-0324/10...

By Merouane Mouadili et al.
From the SCGT’2025 Conference

#TinyML #AIinHealthcare #WearableTech #HRV #DeepLearning

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Read the latest work on a novel, computationally efficient training framework with bio-signal processing on edge medical devices: ow.ly/L1bX50WYFEp
By Zhaojing Huang et al. (@sydney.edu.au)
#EdgeAI #TinyML #BioSignalProcessing #MedicalAI #OpenAccess #ModelOptimization

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GhostNetV3‑Small Boosts Tiny Image Classification and Distillation Review

GhostNetV3‑Small Boosts Tiny Image Classification and Distillation Review

GhostNetV3‑Small, a compact network tuned for 32 × 32 images, reaches 93.94% accuracy on CIFAR‑10; the paper was submitted on 15 September 2025. Read more: getnews.me/ghostnetv3-small-boosts-... #ghostnetv3 #distillation #tinyml

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The Role of Edge AI and Tiny ML in Modern Robots | IoT For All Edge AI and Tiny ML in robotics revolutionize automation with real-time decision-making, enhanced privacy, and efficiency across industries.

The Role of Edge AI and Tiny ML in Modern Robots - buff.ly/eZVIUMV #iot #industrialiot #edgeai #tinyml #robots

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Bird-Brained AI Model Enables Reasoning at the Edge Multiverse has developed small-parameter models for more devices

Just featured in IEEE Spectrum talking about how Multiverse’s AI models pack real reasoning into tiny, edge-ready packages. Who knew “bird-brained” could feel this powerful? 🐦
Read more → spectrum.ieee.org/amp/edge-ai-...
#EdgeAI #TinyML

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El auge de la IA pequeña: cómo la TinyML y la Edge AI están cambiando nuestra vida sin que te des cuenta Seguro que has escuchado hablar de inteligencia artificial… esos algoritmos complejos que parecen vivir en enormes servidores, conectados a internet todo el día. Pero, ¿y si te dijera que hay una IA diminuta que cabe en dispositivos más pequeños que la palma de tu mano y que no necesita estar “enganchada” a la nube? Sí, así de

📱🌍 ¡La IA pequeña está revolucionando nuestras vidas sin que lo notemos! 🚀 ¿Estás listo para la TinyML y Edge AI? #TinyML #AI

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