#edge computing IoT
123 related articles
·3 min
5 Cloud Services Just to Hear a Doorbell? The Over-Engineering Crisis in Smart Homes
Pressing a doorbell shouldn't require five cloud services. This article examines how over-engineered smart homes sacrifice reliability, speed, and privacy — and why local-first architecture is the answer.
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·2 min
Gaming Wiki Hit by DDoS Attack After Banning AI Content Creator
A gaming wiki was hit by a DDoS attack after banning a user who bulk-submitted AI-generated content, exposing deep tensions between AIGC and community governance.
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·4 min
OnePage: An Open-Source Minimalist E-Reader and AI Terminal
OnePage is an open-source minimalist e-reader just 5mm thick, powered by ESP32-C6 with a 4.26" e-ink display and CNC aluminum frame. It doubles as a voice AI Agent terminal supporting DeepSeek and more.
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·3 min
MeArm Robotic Arm Plays Tic-Tac-Toe: Vision Recognition + Decision Algorithm + Mechanical Control in Practice
A deep dive into the MeArm Tic-Tac-Toe project covering OpenCV vision recognition, Minimax decision algorithm, and inverse kinematics control — a complete robotics system in miniature.
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·3 min
Synthetic Tactile Datasets: Can They Break the Data Bottleneck in Robotic Grasping?
Exploring the practical value of synthetic tactile datasets for robotic grasping. Analyzing the data scarcity challenge, stick-slip physics modeling, 500K-row simulation data, and Sim-to-Real gap solutions.
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·3 min
WorldClaw: A Technical Deep Dive into Agent-Driven Large-Scale 3D Open World Generation
Deep dive into how WorldClaw uses multi-agent AI collaboration to generate large-scale 3D open worlds, with analysis of technical challenges and applications in gaming and digital twins.
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·3 min
MicroGPT in Pure C: Achieving 10M TPS on Apple's M5 Chip — A Minimalist AI Approach
MicroGPT implements GPT inference in pure C, hitting 10M TPS on Apple's M5 chip. Explore the technical advantages and real-world implications for edge AI.
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·4 min
How Sparse Attention Papers Sugarcoat Their Results: Four Common Tricks Exposed
Deep dive into how sparse attention and KV Cache compression papers sugarcoat experiments — cherry-picked tasks, unfair baselines, hidden failures, and more.
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·3 min
PicoMQ: A Lightweight Message Streaming Engine Built on Object Storage
Deep dive into PicoMQ's design: a lightweight message streaming engine built on object storage and HTTP, its advantages in Serverless and cloud-native scenarios, and how it compares to Kafka.
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·2 min
Kern: A 1.5MB Daemonless Container Runtime Pushing Lightweight Limits Against Docker
Kern is a 1.5MB open-source container runtime with daemonless architecture, delivering container and resource management in a single binary. Analysis of its design, use cases, and comparison with Docker.
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·2 min
NetBSD and My Life: Why a Twenty-Year-Old Open Source Memoir Is Trending Again
A 2005 article "NetBSD and my life" resurfaces on Hacker News. We explore NetBSD's portability philosophy, open-source community bonds, and why it resonates in the AI era.
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·2 min
1-Bit Quantization Breakthrough: Running a 27B Large Model in 8GB of Memory
Deep dive into how 1-bit quantization compresses a 27B-parameter Qwen3 model to run in 8GB memory while retaining 77% accuracy, and its impact on open-source AI.
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·3 min
Running an AI Coding Agent on an Amiga 500: How 1987 Hardware Connects to Modern AI
A developer ran an AI coding agent on a 1987 Amiga 500 with a 7MHz CPU and 1MB RAM. Learn how client-server architecture enables vintage hardware to access modern LLMs.
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·4 min
Zero-Code Bioinformatics Tutorial: Building a Bioinformatics Workstation with AI Agents
Learn how to build a zero-code bioinformatics workstation using AI Agents, covering Agent, MCP, and Skills concepts, Claude Code vs Codex comparison, and four bioinformatics-specific Skills configurations.
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·4 min
AI + Pharmacy: Five Specialized Directions and a Learning Roadmap for Beginners
Explore five AI + pharmacy specializations (AIDD, clinical pharmacy, pharmaceutics, TCM, pharmacovigilance) with a 4-6 month beginner learning roadmap for career transition.
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·3 min
GitHub Trending Roundup: 9 AI Open-Source Projects Worth Watching
Roundup of 9 AI open-source projects from GitHub Trending, covering Needle's 14MB edge model, AI Agent workspaces Macro and OlaOS, SpecKit for spec-driven development, and more.
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·3 min
The $4,199 Pandroid Robot and Tencent's WorldClaw 3D World Generation Technology Explained
Deep analysis of Pentagraph's $4,199 Pandroid robot, Tencent's WorldClaw text-to-3D world technology, and a $99 ESP32 pocket AI terminal, exploring the trend toward low-cost, accessible AI.
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·3 min
The AI Energy Efficiency Revolution: What an 18x Improvement in 16 Months Really Means
AI intelligence per joule has improved 18x in 16 months, far outpacing Moore's Law. This article analyzes the drivers behind this efficiency revolution and its implications for AI adoption and energy.
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·2 min
YOLO26n-Depth Edge Deployment Test: The Optimization Challenge of Only 3-4 FPS on RK3576
A developer tested YOLO26n-Depth on RK3576 achieving only 3-4 FPS. We analyze performance bottlenecks, compare Jetson and RK3588, and provide INT8 quantization and C++ deployment optimization tips.
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·2 min
Cloudflare's AI Psychosis: The Efficiency vs. Loss-of-Control Debate When Infrastructure Embraces AI
An in-depth analysis of the controversy sparked by Cloudflare's all-in AI strategy, examining AI's dual role in network infrastructure—from security efficiency gains to unpredictability risks.
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