Claude Opus 4 and Claude Sonnet 4, part of Anthropic’s new Claude 4 family of models, can analyze large datasets, execute long-horizon tasks, and take complex actions, according to the company , In this introduction, we’ll cover what DNA methylation is, where it occurs, how we measure it, and common methods for cleaning/pre-processing data before analysis. At the end of this introduction, we also provide a list of papers, videos, and documentation pages that provide more detail on these topics than we can go into in this quick primer., Visual analysis is an important step in evaluating an image and understanding its meaning. It is also important to consider textual information provided with the image, the image source and original context of the image, and the technical quality of the image. The following questions can help guide your analysis and evaluation., Today, we are excited to share a new feature that enhances our file and URL analysis (detonation) capabilities in the threat intelligence blade within the Defender XDR user interface. If MDTI cannot return any results when a customer searches for a file or URL, MDTI now automatically detonates it to improve search coverage and add to our corpus , In the first phase of our analysis, the first author conducted a line-by-line analysis of all written reflections to identify themes and pattern within and across researchers’ experiences. This was an iterative process led by the research mentor and the first author who at times asked that researcher clarify or provide additional detail, .