Revisiting Multivariate Time Series Forecasting with Missing Values

A new framework called CausalDDS has been introduced to improve drug synergy prediction, which is vital for developing effective combination therapies for complex diseases like cancer. Unlike traditional methods that often act as black boxes, CausalDDS aims to provide clearer insights by disentangling drug molecules into causal components.

WaveStitch introduces a novel approach to generating conditional time series data using diffusion models. This method addresses key limitations of existing techniques by effectively combining metadata and observed values, enhancing the accuracy of forecasting and imputation tasks. It's a significant step forward in the field of temporal data generation.

Recent advancements in language models have enhanced their autonomy, allowing them to accumulate more context without user input. While this can improve their performance in tasks like brainstorming and research, it also raises concerns about how these changes might affect their belief profiles and understanding of the world.

This article discusses the advancements in long-context models (LCMs) and their effectiveness in handling lengthy sequences. It highlights their ability to identify crucial information for predictions while also addressing the challenges posed by contextual noise that can affect model performance.

VidEmo introduces a new approach to understanding emotions in videos, leveraging advancements in video large language models. This innovative method aims to tackle the complexities of emotional analysis, addressing the dynamic nature of emotions and their dependence on various cues.

DORA metrics are essential for measuring the success of DevOps practices. Based on extensive research with numerous teams, these four key metrics offer valuable insights into software delivery performance and highlight areas for improvement.

A recent study has shed light on the remarkable abilities of super-recognisers, individuals with extraordinary face recognition skills. Using eye-tracking data, researchers explored why these individuals excel at identifying faces, contributing significantly to investigations like the Salisbury novichok poisoners case and helping to catch suspects and sexual predators.

Recent research indicates that using intuition can be just as effective as technical methods for bypassing the safeguards of AI chatbots like ChatGPT and Gemini. These built-in guardrails are designed to keep the chatbots within legal and ethical limits, preventing discrimination based on age, race, or gender.

LSEG and FINBOURNE have announced a new partnership to enhance fixed income analytics by integrating LSEG's Yield Book data into FINBOURNE's LUSID platform. This collaboration builds on their existing relationship established in 2021, showcasing their commitment to providing advanced financial solutions. This integration is significant as it aims to improve data accessibility and analytics for investors, ultimately leading to better decision-making in the fixed income market.

Black Friday is just around the corner, but savvy shoppers can already take advantage of early AirPods deals. With discounts starting now, it's a great opportunity to grab these popular wireless earbuds at a lower price. This matters because it allows consumers to save money while enjoying high-quality audio, making it a win-win for tech enthusiasts and casual listeners alike.

In 2025, power banks have evolved significantly, with options that not only keep laptops running for hours but also withstand water exposure. This matters because as our reliance on portable devices grows, having reliable power sources is essential for both everyday users and professionals. Expert testing ensures that consumers can make informed choices, leading to better performance and durability in their devices.

The article discusses how Strike 3, the owner of the porn production company Vixen, has profited significantly by filing copyright lawsuits against individuals accused of illegally downloading its videos. This practice, often referred to as 'porno-trolling,' raises important questions about copyright enforcement and the ethics of targeting individuals for alleged piracy. It highlights the ongoing tension between content creators seeking to protect their work and the rights of consumers, making it a relevant issue in today's digital landscape.

SoftBank Group Corp. is teaming up with OpenAI to introduce AI services for local companies in Japan next year. This collaboration is significant as it aims to generate actual revenue amidst rising concerns about inflated valuations in the tech sector. By leveraging AI, SoftBank hopes to enhance its offerings and tap into the growing demand for innovative solutions in the corporate landscape.

Chen Zhi, the chairman of Prince Holding Group in Cambodia, is facing serious allegations from the US and UK regarding his involvement in a massive online scam that reportedly stole billions of dollars. This situation is significant as it not only tarnishes the reputation of a prominent business figure but also raises concerns about the regulatory environment in Cambodia and the potential impact on foreign investments. The unfolding events could lead to increased scrutiny of business practices in the region.