Mental model

Memory categories

Episodic raw turns plus five extracted experiential categories – identity, knowledge, context, instructions, uncertainty.

Spectron splits the experiential side of memory into six typed areas. Each has its own lifecycle, decay posture, and retrieval weighting. A parallel trace layer records how memory was used.

The eight pillars are summarised in Eight pillars and six categories.

The six categories are easier to remember if you map them to how you already classify speech:

SentenceCategory in play
“I have a cat.”Identity / knowledge about the speaker (present)
“I saw a cat last night.”Episodic (the story) plus extracted knowledge with a past valid time
“House cats weigh about 4 kg.”Knowledge at general scope – like a textbook fact, not “about Alice”
“I used to have a cat.”Knowledge superseded in time – still stored, no longer current

Instructions and uncertainty sit beside these: “always use cute nicknames for pets” is not a zoology fact; “Alice says 5 kg but the manual says 4 kg” becomes uncertainty, not a silent average. Together with Tri-temporal model, this is how Spectron keeps personal, general, and time-bound memories from blurring together.

The ordered session / turn stream: what was said, in order, including anaphora (pronouns and references like “he” or “that project” that point back to something said earlier).

  • Written once; not reconciled like extracted facts.

  • May age out faster than derived beliefs.

  • Browsed with Sessions and turns tooling.

Stable facts about the person or agent: “Alice is Head of Platform at Acme”, “King Charles III is head of state of the United Kingdom”. Long retention, high weight in profile summaries.

Facts shared in conversation, distinct from uploaded manuals: “Alice is learning Rust”, “The Atlas launch is in Q3”. Medium retention – fades without reinforcement unless consolidated.

The working set for this conversation: “Alice is debugging checkout today”, “We are reviewing the EU pricing page”. Short retention, replaced quickly.

Behavioural directives, not world facts: “always British English”, “never use my first name”, “keep answers under three bullet points”. Applied at prompt assembly, not generic retrieval.

Records when Spectron is not confident enough to commit: conflicting sources, weak extraction, or open questions. Surfaces “I’m not sure” instead of invented fill-ins.

CategoryHoldsTypical lifetime
EpisodicRaw turns / transcriptsShort-to-medium
IdentityStable facts about the principalLong
KnowledgeLearned / shared factual contextMedium
ContextCurrent working stateShort
InstructionsBehaviour preferencesUntil revoked
UncertaintyDeliberate “we do not know”Until resolved or superseded

Was this page helpful?