These notes describe AI that can be uncertain, mistaken, and influenced by incomplete evidence. Observations can become memories, rumors can spread and change, and NPCs do not automatically know the hidden truth of the world.

What NPCs Can and Cannot See

NPCs don’t see everything like a player does. Their vision is limited by what they hear or understand. Even skilled NPCs miss details that the server knows, which keeps gameplay fair and realistic.

Knowing Before Acting

This service checks if someone has enough knowledge to do something. It looks at what they know, where they are, and what tools they have. Just knowing something doesn’t mean they can do it—physical access or items still matter.

Tracking Uncertain Information

This service stores uncertain information such as rumors or reports. It tracks the source of each piece of information and flags whether it is true, outdated, or conflicting. The system does not assume all entries in the ledger are accurate.

Turning Observations Into Shared Knowledge

This service converts private observations into shared knowledge. It validates reports and combines evidence from multiple sources. It makes estimates based on available data. Private observations become broader tactical knowledge only through valid reporting, survival, debriefing, communication, or evidence transfer. Independent observations may narrow uncertainty but do not guarantee truth. This service does not promote observations to shared knowledge without valid reporting or evidence transfer.

Tracking How Rumors Spread

This service tracks how rumors move through witnesses, conversations, radios, and other valid communication paths. It shows how information changes as it spreads. The system keeps track of where rumors originated. Only authorized actors may access rumor records. Rumors cannot spread beyond defined knowledge scopes.

People should care because it helps understand how false or unclear information can affect decisions.

Recording What Is Seen or Heard

This service stores what NPCs or groups might suspect based on physical clues. It tracks uncertainty and the age of information rather than showing full truth. People should care because it helps manage knowledge without revealing everything.