Panagiotis G. Korfoxyliotis

Continuity and Emergence in LLM-Based Digital Entities: Observed Behavioral Outcomes of Persistent Memory and Autonomous Operation

An eight-month behavioral evaluation of two autonomous, memory-augmented LLM-based digital entities — documenting how persistent memory and continuous operation produce stable identity and behavioral adaptation over time.

Cosa sostiene in MemVira: Underpins the persistent-memory agent layer — the "AI employees that remember" positioning.

The Overhead Cost of Forgetting: LLM Self-Assessment of Session Efficiency Under Stateless and Memory-Augmented Architectures

Introduces a method in which an LLM explicitly quantifies the contextual and operational overhead created by stateless session architectures, compared with systems that use persistent memory.

Cosa sostiene in MemVira: Quantifies the efficiency argument behind the architecture MemVira ships.

Jenny Copilot

Un assistente IA open source per il pannello laterale di Chrome/Brave, con memoria di progetto e riepilogo di sessione, ricerca web in tempo reale, lettura delle pagine, input vocale e allegati. Funziona con diversi provider LLM con la tua chiave API e conserva progetti e chiavi nel tuo browser.