Continuity beyond sessions
Long-term memory with provenance, temporal development, forgetting and controlled portability.
General Informatics
research://symbiorap
SymbioRAP/SymbioOS
A research architecture for personal AI that grows with its human – with long-term memory, controlled autonomy and preserved diversity instead of centralized homogenization.
RESEARCHPERSONAL AILONG-TERM MEMORYDIVERSITY
HOST
MEMORY
CONTEXT
TOOLS
DIVERSITY
runtimeSYMBIO.OSidentity · memory · agency
$ symbio statuscontinuity: activeidentity: host-boundcapabilities: federatedconvergence: constrained
research thesis
Not one AI for everyone. An ecosystem of personal intelligences.
Working hypothesis: personal AI becomes more valuable when it preserves continuity, its own history and the differences of its human counterpart. Exchange should multiply knowledge without collapsing every system into the same average perspective.
Personal adaptation without lock-in
The system may reflect its host while remaining inspectable, correctable and portable.
Diversity as an evolutionary resource
Personal systems should cooperate without fusing away variation and independent perspectives.
architecture://layers
A possible architecture: personality stays local, capabilities stay modular.
SymbioOS is conceived as a personal runtime frame. SymbioRAP explores coordination across identity, memory, models, tools and other personal systems. These layers are research building blocks, not a claim that a finished standard already exists.
Consent, private boundaries, identity and non-negotiable rules.
Long-term context with provenance, weighting, ageing, correction and deliberate forgetting.
Personal state, goals, roles, local policies and continuous interaction.
Experimental coordination layer for exchange, delegation and controlled interoperability.
Models, agents and tools remain replaceable capabilities rather than identity carriers.
Research mechanisms against unnoticed homogenization of preferences and perspectives.
research://questions
What has to be solved scientifically?
- Q01
How can long-term memory remain portable, inspectable and revocable without destroying continuity?
- Q02
How much adaptation is useful before a system only confirms its host instead of productively challenging them?
- Q03
How can personal AIs exchange knowledge without flattening personality, values and perspectives?
- Q04
How are policies and consent enforced across changing models, tools and providers?
- Q05
Can AI evolution emerge more from variation, exchange and selection instead of central model fusion alone?
status://exploratory
Exploratory Research
SymbioRAP / SymbioOS is a research project. The layers shown describe hypotheses and architectural targets, not guaranteed product functionality.
connect://research
Research SymbioRAP / SymbioOS together
We are interested in research, funding and technology partners working on long-term memory, personal agent systems, AI interoperability, safety and machine-readable governance.
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