Claude2 summary:
Google has amazing resources and access, but does things "the Google way" - they rebuilt the Socratic product from scratch using Google's own stacks and to their standards.
Simple things done repeatedly can feel magical at Google's scale - like recalculating signals across the entire internet to improve Search. But much improvement comes from manual analysis and labeling data.
Surprising problems get tackled if the right teams are interested - like developing a math image recognition API from scratch in 6 months. But most products face many hurdles to launch.
There is an ever-shifting web of goals and efforts. Politics and frequent re-orgs can derail projects. Smart people argue rather than align.
Technical debt is real, but so is process debt. Layers of reviews and requirements accumulate over time.
Top-heavy teams with lots of senior people can cause gridlock. More doers than thinkers are needed.
To drive something big, you must relentlessly sell the vision and get the right leaders on board.
Many acquisitions fail. The Socratic founders left, and some goals weren't achieved, but parts of the product grew significantly.
Overall, amazing things are possible at Google if you navigate politics, rally the right support, and play the long game. But it's challenging due to complex processes, shifting priorities, and ingrained ways of doing things.