3 papers
cs.AI2026
The Continuity Layer: Why Intelligence Needs an Architecture for What It Carries Forward
Samuel Sameer Tanguturi
The most important architectural problem in AI is not the size of the model but the absence of a layer that carries forward what the model has come to understand. Sessions end. Con…
cs.AI2026
ATANT v1.1: Positioning Continuity Evaluation Against Memory, Long-Context, and Agentic-Memory Benchmarks
Samuel Sameer Tanguturi
ATANT v1.0 (arXiv:2604.06710) defined continuity as a system property with 7 required properties and introduced a 10-checkpoint, LLM-free evaluation methodology validated on a 250-…
cs.AI2026
ATANT: An Evaluation Framework for AI Continuity
Samuel Sameer Tanguturi
We present ATANT (Automated Test for Acceptance of Narrative Truth), an open evaluation framework for measuring continuity in AI systems: the ability to persist, update, disambigua…