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Elvis Saravia urges researchers to build their own AI stack instead of GPT or Claude

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AI researcher Elvis Saravia says reliable autoresearch loops are no longer possible with GPT or Claude because of inaccurate refusals, according to a post on X dated November 5, 2026.

He advises businesses not to lock into a single vendor and to build their own intelligence stack, arguing that open-source models are the only path forward. The post gives no examples of the refusals or measurements of their rate.

Written by AI from the articles below · updated Nov 5, 9:55 AM ET

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The articles in this story. Times are ET.

Nov 5
  1. elvisX
    Elvis Saravia argues researchers should own their AI stack instead of relying on GPT or Claude

    AIElvis Saravia says reliable AI research with autoresearch loops is no longer possible with GPT or Claude because of inaccurate refusals. He advises businesses not to lock into any single vendor and to build their own intelligence stack, saying open-source models are the only path forward.

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