AI
Creating Educational Tests with Kampus AI
Kampus AI offers a framework for generating and refining self-assessment tests to improve learning outcomes through structured question design and error analysis.
October 14, 2026, 10:58 AM·Хабр
#testing
Hardware
Maextro V800 Brake Pedal Testing Results and Expert Analysis
JAC Motors has released test results for the Maextro V800 brake pedal, confirming it meets industry standards while experts debate the methodology of non-standard stress testing.
cnBeta.COM
EVs
FAW Group Commits to Stricter Vehicle Testing Protocols
FAW Group has pledged to tighten its vehicle testing and safety protocols following a new regulatory draft from Chinese authorities aimed at improving automotive innovation standards.
IT之家
AI
The Oracle Bias: Why AI Coding Tools Outpace Quality Control
AI-driven code generation creates an 'oracle bias' where the speed of production outpaces the ability to verify quality, leading to persistent security vulnerabilities and low trust.
Хабр
Hardware
Efficiency Analysis of Camel and AKOM Battery Charging
A comparative study of Camel and AKOM batteries reveals that adaptive charging significantly reduces water loss and overcharging compared to standard power supply methods.
Хабр
AI
Why automated tests for AI mentors can be misleading
A developer built an automated testing framework for an AI mentor, only to discover that automated metrics often provide a false sense of security and fail to capture pedagogical quality.
Хабр
EVs
China Proposes New Safety and Testing Standards for Automakers
Chinese regulators have introduced a draft policy requiring automakers to conduct mandatory safety investigations and meet strict testing standards for new vehicle designs.
IT之家
Hardware
Managing Network Infrastructure Changes With Digital Twins
Experts propose using a digital twin framework to manage complex network infrastructure changes by combining physical labs, emulation, and simulation tools.
Хабр
Hardware
Managing Network Infrastructure Changes with Digital Twins
Network engineers are adopting digital twin technology to validate infrastructure changes through a combination of physical labs, emulation, and mathematical simulation.
Хабр
Hardware
Managing Network Changes with Digital Twins
Experts suggest using a digital twin framework to manage complex network changes by combining physical labs, emulation, and simulation to ensure stability before and after deployment.
Хабр
EVs
GAC Honda Details Structural Testing for Accord Brake Components
GAC Honda has confirmed that the brake pedal of the Accord model can withstand pressures of over 3000N, following recent industry discussions regarding vehicle braking safety.
IT之家
EVs
The Role of Independent Vehicle Testing in China
Independent automotive testing in China faces scrutiny after a series of brake pedal failures during emergency tests of the Maextro V800 luxury MPV.
cnBeta.COM
Hardware
Dongchedi Responds to Maextro V800 Brake Failure Reports
Dongchedi defended its testing procedures for the Maextro V800 after brake pedal brackets failed during emergency braking trials, citing a technical error in reported force data.
cnBeta.COM
Hardware
Performance Review of Kaspersky NGFW 1.3
K2 Cyber Security has evaluated the performance of Kaspersky NGFW version 1.3, highlighting its capabilities in handling high traffic loads and its integration within the vendor's security ecosystem.
CNews.ru
AI
Professional Development Path for 1C Load Testing Engineers
Load testing in 1C environments requires a transition from basic scenario execution to full-cycle infrastructure analysis and strategic planning.
Хабр
AI
The Efficacy and Risks of AI-Generated Unit Tests
While AI-driven unit testing can save hundreds of man-hours, research indicates significant risks, including the solidification of bugs and poor coverage of edge cases.
Хабр
EVs
AvtoVAZ Conducts Environmental Stress Tests for Lada Azimut
AvtoVAZ has completed durability testing for the Lada Azimut crossover, focusing on the resilience of its new Russian-made paint and bodywork against harsh environmental factors.
iXBT.com
AI
Detecting Hidden Failures in AI Agent Function Calling
Researchers have developed a methodology to detect errors in AI agents that perform function calling by identifying failures to adhere to unstated applicability conditions.
Хабр
EVs
Automating ECU Fault Simulation with PXI Modular Systems
Engineers are shifting from manual patch panels to PXI-based modular systems for ECU testing, enabling automated fault insertion and scalable validation for electric vehicle components.
Charged EVs
AI
Why AI-generated tests fail to catch bugs
An experiment by Dan Lu reveals that AI-generated tests often fail to detect bugs due to improper input selection and reliance on flawed validation mechanisms.
Хабр
