Spring Boot: Stop Using @Value Everywhere! Discover @ConfigurationProperties

A new paper on arXiv discusses Referring Expression Counting (REC), which aims to improve object counting by focusing on subclass-level details rather than just class-level features. This research is significant because it addresses a common oversight in the field: the reliance on class-representative locations for annotations, which can limit the effectiveness of models in recognizing distinguishing attributes. By refining how we count and categorize objects, this work could enhance various applications in computer vision and artificial intelligence.

Recent advancements in code agents are revolutionizing automated software development, thanks to large language models (LLMs) and popular tools. However, current benchmarks for evaluating these code agents are hindered by high costs and the need for specialized knowledge, along with inflexible metrics that mainly depend on unit tests. This article introduces a novel agent-driven benchmark construction pipeline that aims to overcome these obstacles, making it easier to assess the performance of code agents. This innovation is significant as it could streamline the evaluation process and enhance the effectiveness of automated software development.

A recent study highlights the benefits of integrating AI into Human-in-the-Loop video annotation processes. By automating certain tasks, the research shows that annotators can work more efficiently and accurately, ultimately improving the quality of video annotations. This advancement is significant as it not only streamlines the workflow but also enhances the overall performance of annotators, making it a valuable development in the field of video analysis.

In 2025, cutting the cable cord has never been easier or more affordable, thanks to a variety of live TV streaming services that have been expertly tested and ranked. This article highlights the best options available, making it easier for viewers to enjoy their favorite shows without the hefty price tag of traditional cable. It's a game-changer for anyone looking to save money while still accessing quality live television.

OpenAI is making significant strides towards an initial public offering (IPO), with California's Attorney General approving its restructuring. This development is crucial as it not only signals confidence in OpenAI's future but also highlights the company's commitment to remaining in California. Sam Altman, OpenAI's CEO, has indicated that an IPO is likely, although he hasn't specified a timeline. This move could potentially reshape the tech landscape and attract more investments into the AI sector.

The launch of EIP-7702 with the Ethereum Pectra upgrade marks a significant advancement in the EVM ecosystem, allowing Externally Owned Accounts (EOAs) to function similarly to smart contract accounts. This innovation introduces Account Abstraction features, enhancing transaction capabilities and offering more flexible gas payment options. This development is crucial as it empowers users with greater control and efficiency in managing their Ethereum accounts, potentially leading to broader adoption and improved user experiences.

Translation.pk, a professional language service provider based in Islamabad, has been making waves in the translation industry since 2005. They offer a diverse range of services, including document translation and website localization, catering to various sectors like legal, medical, and technical fields. This matters because as globalization continues to grow, the demand for accurate and culturally relevant translations is more crucial than ever, helping businesses and individuals communicate effectively across language barriers.

In the latest discussion within the developer community, there's a push to move away from using the @Value annotation in Spring Boot projects. Instead, @ConfigurationProperties is being highlighted as a more efficient way to manage application properties. This shift is important because it simplifies code and enhances maintainability as applications grow, making it easier for developers to manage configurations without cluttering their service classes.

Jensen Huang, CEO of Nvidia, recently stated that he does not believe the AI sector is in a bubble, following the company's GTC event. He highlighted Nvidia's ambitious goal to sell 20 million Blackwell chips, a significant increase from the 4 million Hopper chips sold. This optimism reflects Nvidia's confidence in the ongoing demand for AI technology, which is crucial for investors and the tech industry as a whole, indicating a robust future for AI advancements.