How Much Can We Influence AI Responses?

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Right now, we’re dealing with a search landscape that is both unstable in influence and dangerously easy to manipulate. We keep asking how to influence AI answers – without acknowledging that LLM outputs are probabilistic by design.

In today’s memo, I’m covering:

  • Why LLM visibility is a volatility problem.
  • What new research proves about how easily AI answers can be manipulated.
  • Why this sets up the same arms race Google already fought.
Image Credit: Kevin Indig

1. Influencing AI Answers Is Possible But Unstable

Last week, I published a list…



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How Much Can We Influence AI Responses?


Right now, we’re dealing with a search landscape that is both unstable in influence and dangerously easy to manipulate. We keep asking how to influence AI answers – without acknowledging that LLM outputs are probabilistic by design.

In today’s memo, I’m covering:

  • Why LLM visibility is a volatility problem.
  • What new research proves about how easily AI answers can be manipulated.
  • Why this sets up the same arms race Google already fought.
Image Credit: Kevin Indig

1. Influencing AI Answers Is Possible But Unstable

Last week, I published a list…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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