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Lab

Experiments in mathematics, computation, and conversational AI.

In development

Persistent Persona Systems

Long-term memory, temporal state and evidence-grounded generation for conversational AI.

An ongoing project exploring how a conversational AI system can retain context, track changes over time, and maintain a consistent persona across conversations.

Technical themes

Memory & temporal context

  • Long-term Memory
  • Retrieval
  • Lived / Temporal State

Consistency & grounding

  • Persona Consistency
  • Evidence-grounded Generation
  • Fact Validation
  • Persona Validation

Evaluation & performance

  • Evaluation / A-B Testing
  • Latency Optimisation

Technical notes forthcoming

Coming later

Room for experimentation.

A future home for mathematics and AI experiments.

I would like to use this space to explore how computation and AI can support mathematical understanding: working through examples, examining arguments, and making abstract ideas easier to explore. Further experiments will be added as they are developed.