This piece really made me think! Such a brilliant way to explain the 'temperature' paradax. Could you elaborate on how brands determine their optimal seting?
Great question, and it highlights an important distinction! Temperature isn't something brands can control. It's set by the AI providers (OpenAI, Anthropic, Google) or developers building on their APIs. When a user asks ChatGPT about your product, you have no influence over the temperature setting in play.
This is actually part of the challenge I'm describing: brands face variability they can't directly control. You can't dial down the randomness.
What brands CAN control is how resilient their content is to that variability. That's where authoritative grounding, structured data, and semantic clarity come in: building content that surfaces consistently regardless of the temperature or context conditions in play. You're optimizing for probability of citation across variable conditions, not trying to control the variables themselves.
Think of it like weather: you can't control the temperature outside, but you can dress appropriately for a range of conditions.
Completely agree! The game is now played with two goalies and they keep moving the net around. Constant movement now is critical! 🤝 Appreciate the support, Chris! 🙏
Goooood one, thanks a lot.
This piece really made me think! Such a brilliant way to explain the 'temperature' paradax. Could you elaborate on how brands determine their optimal seting?
Great question, and it highlights an important distinction! Temperature isn't something brands can control. It's set by the AI providers (OpenAI, Anthropic, Google) or developers building on their APIs. When a user asks ChatGPT about your product, you have no influence over the temperature setting in play.
This is actually part of the challenge I'm describing: brands face variability they can't directly control. You can't dial down the randomness.
What brands CAN control is how resilient their content is to that variability. That's where authoritative grounding, structured data, and semantic clarity come in: building content that surfaces consistently regardless of the temperature or context conditions in play. You're optimizing for probability of citation across variable conditions, not trying to control the variables themselves.
Think of it like weather: you can't control the temperature outside, but you can dress appropriately for a range of conditions.
Ongoing optimization and brand loyalty are more important now than ever. Nice article.
Completely agree! The game is now played with two goalies and they keep moving the net around. Constant movement now is critical! 🤝 Appreciate the support, Chris! 🙏
Of course! Looking forward to your next book!