Fantasy advice expires
A fantasy answer can be smart at noon and wrong by dinner. Injury reports, beat updates, depth chart changes, and surprise inactives can all change the recommendation.
That does not mean every answer should be timid. It means the assistant should be honest about freshness and confidence.
Fresh does not always mean better
The newest post is not automatically the most useful evidence. A vague quote from today can be weaker than a clear usage trend from the last three weeks.
The right hierarchy is current player summaries first, structured stats and signals second, durable player memory third, and raw ingested evidence only as backup. That keeps the answer grounded without turning every chat into a source dump.
The answer should tell you what it knows
A practical fantasy assistant should make its freshness visible. “Updated 2 hours ago” is not decoration. It tells you whether to trust the call, re-check news, or treat the advice as a starting point.
Community trust is built by being clear when the data is strong and just as clear when the board is moving.