From understanding complex instructions, to generating code, to tackling complex problems, Large Models (LM) exhibit exceptional abilities that are rapidly transforming many aspects of society, including cybersecurity. This talk will draw upon expertise at Google and examine the ways LLMs capabilities are reshaping cybersecurity from both an offensive and defensive standpoint.