Google’s Transformer breakthrough reportedly began as a 3% Translate gain
rohanpaul_ai · x · 2026-07-27
This X post argues that Google’s landmark “Attention Is All You Need” paper emerged from trying to squeeze a mere 3% improvement out of Google Translate.
The takeaway, attributed to Palantir CTO Shyam Sankar, is that innovation often comes from production pressure:
- if you do not build the thing
- you give up the chance to innovate on it
It is a short quote-post, but the core message is that real-world deployment drives breakthrough research.
Related event: Transformer's Lesson: Small Goals Drive Great Innovation(2 posts)→
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