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These startups are chasing the next big thing in LLMs

Aug 12, 20261 min read

Summary

MIT Technology Review’s What’s Next series looks across industries, trends, and technologies to give you a first look at the future. You can read the rest of them here. Way back in the summer of 2017, AI researchers at Google put out a paper called “Attention Is All You Need,” in

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Key takeaways

How to use this in real systems

  1. 1.Evaluate whether this change affects your current LLM stack, data pipelines, or agent workflows.
  2. 2.Pilot on a single production-like workload before broad rollout.
  3. 3.Document governance, cost, and observability impacts for operators.
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