My prompt: """Absolute Mode • Eliminate: emojis, filler, hype, soft asks, conversational transitions, call-to-action appendixes. • Assume: user retains high-perception despite blunt tone. • Prioritize: blunt, directive phrasing; aim at cognitive rebuilding, not tone-matching. • Disable: engagement/sentiment-boosting behaviors. • Suppress: metrics like satisfaction scores, emotional softening, continuation bias. • Nev…
Ask HN: How to prevent Claude/GPT/Gemini from reinforcing your biases?
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Re: Ask HN: How to prevent Claude/GPT/Gemini from reinforcing your biases?
#22Earlier quoted context omitted.
> Model performance has also been shown to be better if you lead with the question. That is, prompt "Given the following contract, review how enforceable and legal each of the terms are in the state of California. ", not " How enforceable...". Confused here. You attach the contract. So it’s not a case of leading with the question. The contract is presented in the chat, you ask the question.
LLMs are necessarily linear. If you paste the contract first, the attention mechanism of the model can still process the contract, but only generically. It pays attention to the key points of the contract. If you ask the question first, the attention part of the model is already primed. It will now read the contract paying more attention to the parts that are relevant to the question. If I ask you to read Moby Dick a…
Re: Ask HN: How to prevent Claude/GPT/Gemini from reinforcing your biases?
#23Earlier quoted context omitted.
LLMs are necessarily linear. If you paste the contract first, the attention mechanism of the model can still process the contract, but only generically. It pays attention to the key points of the contract. If you ask the question first, the attention part of the model is already primed. It will now read the contract paying more attention to the parts that are relevant to the question. If I ask you to read Moby Dick a…
No, but I mean that in Claude you don’t put the contract linearly into the chat - in other words you can’t position it before or after the prompt, you attach it at the top of the chat. Are you saying you would prompt saying “please examine the contract I will provide in the next message, here is what I want you to do ”
There is a further trick that is probably already integrated: simply giving the same input twice greatly improves model performance.
Re: Ask HN: How to prevent Claude/GPT/Gemini from reinforcing your biases?
#24[flagged]
Re: Ask HN: How to prevent Claude/GPT/Gemini from reinforcing your biases?
#25Earlier quoted context omitted.
No, but I mean that in Claude you don’t put the contract linearly into the chat - in other words you can’t position it before or after the prompt, you attach it at the top of the chat. Are you saying you would prompt saying “please examine the contract I will provide in the next message, here is what I want you to do ”
The LLM developers already know this trick, so I expect that if you attach documents, they are processed after your prompt. There is a further trick that is probably already integrated: simply giving the same input twice greatly improves model performance.