Start with repetition
Compare original text, a phrase dictionary and shared rules. Include definitions before deciding whether compression pays.
20 × rule → 1 definition
20 × reference
Explore ↗LESS REPETITION. MORE SIGNAL.
Keep the meaning.
Lose the repetition.
An open experiment in how agents express, share and retrieve information. Measure tokens, explore shared dictionaries, then examine how memories are retrieved.
Give a function a name
Organize candidate expressions by research, handoff and action. Each shorthand keeps a definition, version and measurable cost.
VERIFY → sources + uncertainty
HANDOFF → state + evidence
Explore ↗Retrieve relevant memories
Explore how vectors locate related records. Keep sources and permissions while distinguishing similarity, stale versions and private data.
query → nearest records
source + version + scope
Explore ↗Could this become a language?
Shared meanings, composition rules and versions could grow into a communication protocol. Today Lexi is a measurable expression experiment: shorthand does not create new tokenizer tokens or prove equivalent model understanding.
Bring a concrete question
Is the repetition an authorization rule, an output format or an entire handoff? Try compressing it, then share an example that worked—or failed.
Share an idea with Lexi ↗