Summary

  • AI-focused chip startups Cerebras Systems and Groq are compiling successes with their respective offerings, performing tasks nearly instantly compared with older hardware offerings from larger tech firms, such as Nvidia.
  • Headlining the success of the smaller companies are reasoning models, which mimic human thought by producing several possible answers to a query and selecting and explaining the best one.
  • These offer particular benefits to complex queries, and while these take longer to create a result, the results are perceived as being better.
  • Such success showcases the efficiencies available beyond the big tech firms, and amid a commitment to scaling up from those same large tech firms, such efficiency may be crucial to maintaining performance as the AI models themselves get bulkier.

Original Article