Google is attempting a high-stakes balancing act, using its I/O developer conference to push AI aggressively while safeguarding the core businesses that generate tens of billions in profit. The company revamped its search engine to handle both traditional queries and extended chatbot-style conversations. YouTube also gained a new "Ask YouTube" feature, enabling users to pose questions and receive text results alongside relevant video links.

Unlike rivals OpenAI and Anthropic, Google enters the AI race with massive scale, distribution, and cash flow — but also a vast empire it must defend. The challenge lies in disrupting its own products before competitors do, without eroding the advertising revenue that funds its innovation.

Public perception of the AI race remains volatile, swinging based on the latest flashy model release. At various points, OpenAI, Google, and Anthropic have each been seen as the leader. Anthropic recently surged ahead with its Mythos model, according to some observers.

Google's advantage, however, lies in integration: embedding AI across search, video, and other services used by billions. This could create a virtuous cycle of data and user engagement that pure-play AI startups lack.

The tension between protecting legacy businesses and embracing AI disruption could slow Google's pace, allowing nimbler competitors to capture market share. The company must prove it can move quickly enough without sacrificing its golden goose.