Declarative Programming

2 items

RESEARCHarXiv CS.AI·14d ago

Context: Proactive Goal-Directed Intelligence via Composable Sandboxed Programs, Declarative Wiring, and Structured Interaction

Context introduces an intelligence layer that replaces reactive chatbots with proactive, goal-directed agents. This architecture leverages write-time context assembly, composable sandboxed programs, and goal stream state machines to advance shared tasks without constant user prompts.

Goal-Oriented AI system architecture AI agents Conversational AI

RESEARCHarXiv CS.AI·4/17/2026

Credo: Declarative Control of LLM Pipelines via Beliefs and Policies

Credo introduces a novel framework for declaratively controlling LLM pipelines, representing semantic state as beliefs and regulating behavior through policies. This design aims to enhance the adaptability, auditability, and composability of agentic AI systems by moving away from brittle imperative control loops.

AI architecture Control Systems AI agents Declarative Programming