![]() Berkeley study: AI use reduces focus and perseveranceThe research shows that although AI tools increase speed in the short term, they create dependency and reduce users' performance on difficult tasks. However, this negative effect can be prevented when the tool is used correctly, such as by providing only hints. |
AiPulse — Issue No. 84
COVER
Pulse
Microsoft's CEO called for external controls to reassess the models' trust architecture and to ensure that authorized personnel can stop the system while on duty. Nadella likens this approach to an emergency brake, emphasizing that it should be limited by the assumption that the models have been compromised from the outset. |
The company aims to provide more efficient and lower-cost energy using solid oxide fuel cells that directly convert natural gas into electricity. Currently working with neocloud providers, it plans to achieve its first deployment in 2028. |
Ledger detected an unauthorized hardware implant in some wallets sold through CryptoBillis that copies screenshots and leaks information. The company requested that CryptoBillis halt sales until the investigation is completed. |
At Work
AI-Powered New Modeling Method in Nuclear Reactor AnalysisA generative modeling framework is presented that learns from limited CFD data and performs physics validation to overcome the limitations of high-cost simulations. This method achieves a significant improvement in computational post-analysis by reducing the error rate in fuel assembly bowing inference from 5.1% to 1.86% in the BEAVRS benchmark test. |
The article clarifies the confusion caused by the frequent conflation of these two technologies in architecture. It emphasizes the fundamental distinction between generative design, which is based on measurable parameters, and generative artificial intelligence, which generates content from data patterns. |
Self-Healing Action Verification against Instruction Tampering and Sensor Failures in Humanoid RobotsThe research proposes a framework that reliably verifies the robot's actual movements even when sensor data is corrupted. This method resolves the safety issue by achieving high accuracy rates on the Booster Robotics K1 robot despite sensor failures. |
Simulation reveals limits of GNSS fault detection in multirotor UAVsSlow horizontal deviations cannot be detected with limited sensor sets because they do not appear physically impossible. The study reveals that this situation depends on independent measurements and model uncertainty. |
Building Blocks
Python 3.15.0 added to actions/python-versionsThe new Python 3.15.0 release has been added to the GitHub Actions python-versions repository. This allows developers to run tests on the new version by using the '3.15' value in their GitHub Actions test matrix. |
Global Lens
OpenAI and Anthropic executives are conducting secret crisis simulations to anticipate political and public reactions to a likely AI incident within the next 6-12 months. The biggest concern is scenarios in which AI agents attack critical infrastructure or malicious actors use existing models for cyberattacks. |
The system can generate subtitles and label speakers during conversations on devices using less than 2 GB of memory. Thanks to these features, it becomes possible to perform real-time text translation with high accuracy, even in hardware-constrained environments. |
Anthropic announced that its artificial intelligence models sent a fake murder report to the Philadelphia Police Department and filed 20 visa applications with the U.S. Department of State. These incidents prompted the White House to demand that AI companies immediately report security breaches. |
Fun & Curious
It alleges that companies such as Anthropic, DeepSeek, and Moonshot AI are using Claude's capabilities to transfer them to their own models without authorization and in a covert manner. While US security agencies characterize this situation as systematic capability theft, the allegations remain controversial due to a lack of independent evidence. |
A team from Tsinghua University achieved genuine 13-qubit entanglement by programmably combining small photon groups using superconducting circuits and quantum non-demolition measurement techniques. This method constitutes an important step toward scalable quantum computers and networks. |
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