From the 2 of 9 linked papers with an AI index.
9 papers
Stop Shipping AI Agents on Faith: Capability Is Not Production Readiness
Fouad Bousetouane
The paper proposes the ProofAgent Index (PAI), a governance readiness framework for AI agents that assesses evaluation, context, compliance, and governance to determine production…
AI Agents Do Not Fail Alone:The Context Fails First
Fouad Bousetouane
The paper introduces a way to measure the quality of an AI agent's context—its instructions, tools, memory, and safeguards—and shows that this context score reliably predicts how w…
Human-on-the-Bridge: Scalable Evaluation for AI Agents
Fouad Bousetouane
AI agents must be evaluated as behavioral systems, not as isolated response generators. They reason across turns, call tools, preserve context, follow policies, and act under uncer…
ProofAgent Harness: Open Infrastructure for Adversarial Evaluation of AI Agents
Fouad Bousetouane
AI agents are entering high-risk production settings, where they use tools, retain context, follow policies, handle private data, and interact with users over multiple turns. Yet m…
AI Agents Need Memory Control Over More Context
Fouad Bousetouane
AI agents are increasingly used in long, multi-turn workflows in both research and enterprise settings. As interactions grow, agent behavior often degrades due to loss of constrain…
Generative AI for Industrial Contour Detection: A Language-Guided Vision System
Liang Gong, Tommy, Wang +5
Industrial computer vision systems often struggle with noise, material variability, and uncontrolled imaging conditions, limiting the effectiveness of classical edge detectors and…