8 citations · 9 across the 9 of their papers we have counts for
9 papers
Stop Shipping AI Agents on Faith: Capability Is Not Production Readiness
Fouad Bousetouane
AI agents are moving into production workflows where they retrieve information, call tools, maintain state, and act on behalf of users or organizations, but many release decisions…
AI Agents Do Not Fail Alone:The Context Fails First
Fouad Bousetouane
Context engineering has become central to building reliable AI agents, yet it remains largely unmeasured. Agents do not fail in isolation: their behavior is shaped by the instructi…
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…
Generative AI for Vision: A Comprehensive Study of Frameworks and Applications
Fouad Bousetouane
Generative AI is transforming image synthesis, enabling the creation of high-quality, diverse, and photorealistic visuals across industries like design, media, healthcare, and auto…
Physical AI Agents: Integrating Cognitive Intelligence with Real-World Action
Fouad Bousetouane
Vertical AI Agents are revolutionizing industries by delivering domain-specific intelligence and tailored solutions. However, many sectors, such as manufacturing, healthcare, and l…
Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents
Fouad Bousetouane
The evolution of agentic systems represents a significant milestone in artificial intelligence and modern software systems, driven by the demand for vertical intelligence tailored…