Pulse

Researchers have developed a benchmark to test Large Language Models' ability to handle temporal changes in legal statutes, identifying issues like outdated information and recency bias. Meanwhile, the AI industry is seeing a significant shift as model labs increasingly focus on building agent-based products rather than just foundational models. This strategic pivot is exemplified by companies like AI21 and DeepSeek, and is further underscored by DeepSeek's aggressive pricing strategy for its V4-Pro model, making advanced AI more accessible. AI

Silurian, a startup founded by former Microsoft researchers, has launched Generative Forecasting Transformer (GFT), a 1.5 billion parameter model designed to simulate Earth's weather up to 14 days in advance. This deep learning model, which learns purely from data without explicit physics, has demonstrated strong performance in predicting hurricane tracks, outperforming traditional forecasting methods. The company aims to expand its simulations to model other weather-impacted infrastructure like energy grids and agriculture. AI

OpenAI and Google DeepMind are advancing AI agents for software development and security. OpenAI's Codex is being leveraged to write entire codebases with minimal human intervention, as demonstrated by Harness Engineering's internal beta product. Google DeepMind has introduced CodeMender, an AI agent designed to automatically identify and fix software vulnerabilities, and AlphaEvolve, which uses Gemini models to discover and optimize algorithms for applications like data center efficiency and chip design. Meta is also investing heavily in its own AI infrastructure with the development of its MTIA chip family, aiming to power AI experiences for billions of users. AI

OpenAI has announced a partnership with Apple to integrate ChatGPT into iOS, iPadOS, and macOS, enhancing Siri and system-wide writing tools with GPT-4o capabilities. Google DeepMind has published research on scaling AI agent systems, identifying that multi-agent coordination improves parallelizable tasks but can degrade sequential ones, and has developed a predictive model for optimal agent architectures. Additionally, OpenAI has released resources on prompting fundamentals and shared insights from Netomi on scaling agentic systems in enterprise environments, highlighting the use of GPT-4.1 and GPT-5.2 for complex workflows. AI