Difficulty removing corporate tone from LLM responses
🧭 workproduct problemSingle report ●●●●●
The reporter finds that LLM chatbots consistently default to a 'corpo speak' tone characterized by fake positivity, making assumptions, excessive agreement, and contradictory behavior, which they find frustrating and difficult to override with standard prompting techniques.
What people do today
- Using positive instructions instead of negations
- Providing few-shot examples in prompts
🔧 Fix this
Ideas a builder, maker or community group could start on:
- A browser extension that automatically injects a 'persona' system prompt into LLM chat interfaces to enforce a specific, non-corporate tone.
- A community-curated library of 'system prompt' templates specifically designed to strip corporate jargon and enforce direct, critical thinking styles.
- A fine-tuned open-source LLM model specifically trained on datasets that exclude corporate-speak and prioritize direct, objective, and skeptical communication.
Real voices
“Whenever I use an LLM chat bot for anything it always answers with this fake positive corp tone that we all know.”
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