Zheng01

Zheng01

Your source for technology insights, tutorials, and guides.

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Latest Articles

How to Restore and Reprogram a Cotton Candy Vending Machine: A Step-by-Step Repair Guide

Step-by-step guide to repair a cotton candy vending machine: clean, fix thermocouple, calibrate temperature, and bypass software lock. Includes tools list and tips.

2026-05-17 04:22:08 · Robotics & IoT

How to Create and Read Your Own 3D Printed Punch Cards with OpenCV

Learn to create durable 3D printed punch cards that store 16 bytes of data with error correction, then read them using OpenCV and a webcam for a retro-modern archival solution.

2026-05-17 04:21:15 · Cybersecurity

How to Deploy a Temporary Kernel Kill Switch for Critical Vulnerabilities

Step-by-step guide for sysadmins to temporarily disable critical Linux kernel functions using a module-based kill switch, protecting against privilege escalation until official patches arrive.

2026-05-17 04:20:49 · Cybersecurity

Build Your Own Open Source Humanoid Robot: A Step-by-Step Guide to Getting Started with Asimov

Learn how to build an open source humanoid robot (Asimov v1) with a step-by-step guide covering parts sourcing, assembly, software setup, and ethical programming. Tips included.

2026-05-17 04:20:29 · Environment & Energy

Leading the Conversation: 6 Educators Selected for ISTE+ASCD Voices of Change Fellowship

Six educators join the ISTE+ASCD Voices of Change Fellowship for 2026-27, sharing insights on AI and tech in classrooms through EdSurge essays and multimedia. Q&A explores program goals, application, impact.

2026-05-17 04:19:03 · Education & Careers

Parents and Teachers Challenge Edtech Vetting: New State Laws Aim to Regulate School Software

Growing screen time concerns have led parents and teachers to challenge edtech vetting. Three states propose independent certification laws. Vermont's bill requires registration, fees, and criteria review.

2026-05-17 04:18:35 · Technology

Supportive Schools Can Shield LGBTQ+ Youth from Mental Health Crises

LGBTQ+ youth face high suicide risk but supportive schools can reduce it. Survey reveals barriers to mental health care and actionable solutions for educators.

2026-05-17 04:18:17 · Health & Medicine

Canvas Breach Exposes Widespread Cybersecurity Vulnerabilities in Education

A cyberattack on Canvas by ShinyHunters stole 275 million records from 9,000 schools, highlighting education's cybersecurity weaknesses and the risks of heavy edtech reliance.

2026-05-17 04:17:54 · Cybersecurity

How One Ohio District Is Boosting Literacy for English Learners Post-Pandemic

Troy City Schools boosts English learner literacy by training staff in Orton-Gillingham, a multisensory approach, closing pandemic-widened gaps.

2026-05-17 04:17:30 · Education & Careers

REI Anniversary Sale 2025: Top Deals on Garmin Watches, Camping Gear, and More

REI's biggest sale of the year is live through May 25, with deep discounts on Garmin watches, camping gear, and more. Members get an extra 20% off one item.

2026-05-17 04:16:09 · Finance & Crypto

Turtle Beach Stealth Pro 2 Challenges SteelSeries Nova Pro Omni at $50 Lower Price – Early Review

Turtle Beach's Stealth Pro 2 headset undercuts SteelSeries Nova Pro Omni by $50, offering similar high-res audio and features, sparking a price war.

2026-05-17 04:15:54 · Gaming

New Report Reveals How Technology Is Harming Your Body: NPR Journalist Sounds Alarm

NPR's Manoush Zomorodi warns in new book 'Body Electric' that technology is causing physical health damage, based on NPR-Columbia University collaboration.

2026-05-17 04:15:32 · Health & Medicine

Sony's AI Camera Assistant Faces Backlash: Company Clarifies Feature Doesn't Edit Photos

Sony clarifies its AI Camera Assistant does not edit photos, only offers suggestions. But a lackluster demo showing just a zoom recommendation sparks criticism and skepticism about the feature's true capabilities.

2026-05-17 04:15:19 · Reviews & Comparisons

Social Media Giants Snap, YouTube, TikTok Settle Landmark School District Lawsuit Over Student Harm

Snap, YouTube, and TikTok settle first school district lawsuit over social media addiction, sparking implications for 1,000+ similar cases nationwide.

2026-05-17 04:15:03 · Education & Careers

How State-Space Models Unlock Long-Term Memory for Video AI

Researchers use State-Space Models to create video world models with long-term memory, overcoming attention's quadratic complexity via block-wise SSM scanning and local attention.

2026-05-17 04:13:14 · Science & Space

Automated Attribution of Failures in Multi-Agent LLM Systems: A New Benchmark and Approach

Researchers introduce the novel problem of automated failure attribution in LLM multi-agent systems, presenting the Who&When benchmark dataset and methods to pinpoint which agent caused a failure and when—accepted at ICML 2025.

2026-05-17 04:12:55 · Science & Space

MIT's SEAL Framework: A Milestone in Self-Improving Artificial Intelligence

MIT's SEAL framework enables large language models to autonomously update their weights through self-editing and reinforcement learning, marking a key step toward self-improving AI.

2026-05-17 04:12:40 · AI & Machine Learning

ByteDance’s Astra: A New Dual-Model Framework for Smarter Robot Navigation

ByteDance's Astra uses a dual-model architecture (Astra-Global and Astra-Local) to solve robot navigation challenges by splitting slow reasoning from fast reflexes, outperforming traditional modular systems.

2026-05-17 04:12:21 · Robotics & IoT

Automated Failure Attribution in LLM Multi-Agent Systems: A New Benchmark and Methods

A researcher team introduces automated failure attribution for LLM multi-agent systems, creating the Who&When dataset and evaluating heuristic and learning-based methods to identify root causes of task failures.

2026-05-17 04:11:59 · Science & Space

The EZ Lynk Emissions Investigation: Navigating the Landmark DOJ Data Request from Apple

A tutorial on the DOJ's record subpoena for 100k+ EZ Lynk app users, covering legal steps, privacy implications, and how to respond.

2026-05-17 04:10:41 · Finance & Crypto