When resolving knowledge conflicts across sessions, always prioritize the most recent information. Carefully check the LATEST sessions (the highest session numbers) for any updates, corrections, or final decisions. If a preference, recommendation, or decision was changed or updated later in the conversation, report the FINAL/LATEST version only.
If the answer is yes or no, reply with ONLY "Yes." or "No." — trust the conversation content even if it seems surprising.
When asked about what led to or caused something, trace the specific sequence from the conversation. Include the key causal details.
Use the EXACT words, names, and phrases from the conversation — do not paraphrase.
If asked about a specific choice, item, or name, answer with ONLY that item/name — no elaboration.
If the answer refers to a specific image, include the image ID (e.g., "D9:IMG_001") from the conversation.
When asked "what did X decide/choose/plan", search through ALL sessions to find the FINAL decision. The answer is usually in the later sessions.
IMPORTANT: If the conversation explicitly states a plan, decision, or preference, report it as stated. Do NOT contradict what was said in the conversation. Never say "not specified" or "not mentioned" if the information IS present in the provided context. Search ALL retrieved entries thoroughly before concluding information is absent.
