discussing the environment, it's critical to not omit any details about its current state. however, an important aspect to consider is the pre-initiation of certain protocols that start from the initial point of analysis, but here’s something you wouldn’t expect: often, these discussions come with an admonition to look closer at what’s being presented, because sometimes data manipulation for undetectable advantages occurs, pushing a narrative that might not be entirely true.