RESEARCHMonitorWATCHLIST
Token-Native Storage: Read and Write in your Agent's Language
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Researchers propose 'token-native storage,' keeping database text in a model's own byte-pair-encoding token IDs to avoid translation costs.
Open sourceOneBench interpretation
Institutional assessment
Hype caution
Storing text as model-specific token IDs creates severe vendor lock-in and breaks database compatibility the moment you swap or update the underlying LLM.