Google has spent the past few years in a constant state of AI escalation, rolling out new versions of its Gemini models and integrating that technology into every feature possible. To say this has been an annoyance for Google's userbase would be an understatement. Still, the AI-fueled evolution of Google products continues unabated—except for Google Photos. After waffling on how to handle changes to search in Photos, Google has relented and will add a simple toggle to bring back the classic search experience.
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Our initial recursive implementation was made up of 5 lines of logical code and 6 lines of type definitions. All of the data was immutable and the implementation was effectively forced by the shape of the data; under these constraints it would be harder to get it wrong than to get it right. Our iterative implementation is over ten times as long (not even counting type definitions and helper functions), makes wanton use of mutability, and is generally rife with potential edge cases. Questions about how this could possibly be tested and maintained are unavoidable.
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