CLARITY BEFORE AI
Clarify the meaning frame before AI receives it.
VIREKA helps separate what is observed, what is assumed, and what remains unclear before the situation is carried into an AI prompt.
Clarity Before AI is one application of the Beyond Thought Clarity Method. Before prompting, the method helps make the starting frame visible so AI does not receive uncertainty as fact.
AI responds from the context it receives.
When the starting context is unclear, the response can sound confident while carrying forward hidden assumptions. VIREKA helps make the starting point clearer first.
What VIREKA helps separate
VIREKA helps separate:
- what appears to be observed
- what may be assumed
- what remains unclear
- what should not yet be treated as established
- what may be clear enough to carry forward
Before prompting
This is not prompt engineering. It is a clarity step before prompting, drafting, summarizing, or planning with AI.
Start before the prompt
Clarify the situation before AI receives the frame.