Sinaprog 2.1.1 now outputs a cfi_score alongside each generation. This score (0.00–1.00) measures the model’s internal consistency against its own preceding context window. A score below 0.65 triggers an automatic soft-reset of positional embeddings, preventing hallucination cascades. For power users, raw CFI traces are available via the --debug-cfi flag.
Version 2.0 laid the groundwork with modular connectors. However, refines this foundation, addressing critical performance bottlenecks reported by enterprise users. Sinaprog 2.1.1