The Transformative Power of Generative AI in Software Development: Lessons from Uber's Tech-Wide Hackathon

When it comes to identifying where generative AI can make an impact, we dig into challenges that commonly:

• Involve analysis, interpretation, or review of unstructured content (e.g. text) at scale


• Require massive scaling that may be otherwise prohibitive due to limited resources


• Would be challenging for rules-based or traditional ML approaches

Generative AI combines the encoding of vast corpuses of text and images—which act as training data—and a series of machine learning algorithms to turn text prompts into incredibly creative, intelligent, and useful visual and text responses.

I would rank this among the 3 most transformative pieces of technology I've encountered in my lifeti

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For decades now, software tools have promised to make working life easier. But on one critical dimension — their ability to improve our thinking — they don’t seem to be making much progress at all.

Meanwhile, the arrival of generative artificial intelligence could make the tools we use more powerful than ever — or they could turn out to be just ano... See more