Elon Musk has called on X (formerly Twitter) users to actively report instances where his AI chatbot, Grok, delivers unsatisfactory or incorrect replies, as xAI works to refine the model’s reliability and tone. The appeal coincides with the rollout of Grok 4.1, a new version designed to devote more compute resources to assessing and reasoning through prompts.

In a post shared on X on Saturday, Musk encouraged users to flag any present-day shortcomings and provide comparisons with rival AI systems. “Please provide examples where @Grok needs to improve in replies. Showing how another AI does it better would be helpful. These examples should be of Grok going wrong today, as we fixed many bugs from earlier in the week,” he wrote.

He later reiterated his ambition for the system, saying, “We w

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