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Most enterprise artificial intelligence (AI) agent pilots fail, not because of the model, but because of the data substrate beneath them. Schemas drift, identity is fragmented across software as a service (SaaS) silos, unstructured content remains unindexed, and access policies don’t propagate to the runtime (Figure 1). Figure 1: The data foundation gap illustrates why The post Why Intelligent AI Agents Fail and How to Close the Data Foundation Gap appeared first on IEEE Computer Society.

Navigating a career in technology requires more than just mastering technical frameworks. It demands an understanding of how interconnected global networks, professional communities, and leadership ecosystems drive large-scale impact. In Episode 10 of InfiLab, host Sowmya Chintakindi sits down with the IEEE Region 6 Director to dissect a remarkable trajectory from student member to high-level The post Episode 10 | From Student to Region 6 Director: An IEEE Journey appeared first on IEEE Computer Society.

Computer and Software magazines have won Publication Excellence awards from APEX, a leading annual competition for communications and publishers. The IEEE team is incredibly honored and excited to continue our mission of keeping IEEE members informed on major trends and developments in technology, engineering, and science. The distinguished APEX Awards recognized two standout issues from The post 2026 Apex Award Wins for Computer and Software Magazines appeared first on IEEE Computer Society.

LOS ALAMITOS, Calif., 26 August 2026 – The IEEE Computer Society announces the establishment of two new awards recognizing outstanding achievement in artificial intelligence: the IEEE Computer Society Artificial Intelligence Innovator Award and the IEEE Computer Society Artificial Intelligence Rising Stars Award. Both awards will be administered by the IEEE Computer Society and are supported The post IEEE Computer Society Establishes Two New Endowed Awards to Honor Achievement in Artificial Intelligence appeared first on IEEE Computer Society.

LOS ALAMITOS, Calif., 21 August 2026 – The IEEE Computer Society (CS) is pleased to announce the winners of the 2026 Career Catalyst Scholarship. A panel of industry judges decided the winners based on a combination of academic performance; technical skills and experience; leadership and extracurriculars; statement of purpose; industry readiness and professionalism; and letters The post IEEE Computer Society Names 2026 Career Catalyst Scholarship Recipients appeared first on IEEE Computer Society.

As enterprise artificial intelligence (AI) initiatives expand, organizations are increasingly relying on cloud-native big-data platforms to support real-time analytics, distributed AI workloads, and massive volumes of structured and unstructured data. These modern architectures provide the scalability and flexibility needed for enterprise AI, but they also create new governance challenges. Data moves continuously across operational systems, The post How Big Data Platforms Are Enabling Autonomous Governance for Enterprise AI appeared first on IEEE Computer Society.

Abstract— Intelligent Document Processing (IDP) systems leveraging Large Language Models (LLMs) frequently demonstrate impressive extraction accuracy in prototype environments, yet encounter significant operational failures when deployed at scale. These failures are rarely attributable to extraction capability itself; rather, they stem from systemic production concerns including API rate limiting, unpredictable cost escalation, inconsistent output schemas across The post LiteLLM as a Control Plane for Scalable Intelligent Document Processing appeared first on IEEE Computer Society.

In traditional engineering lore, certifications were typically deemed valuable if they met a job posting’s technical requirements and/or could be immediately and practically applied. As for credentials that testified to broader software engineering knowledge? Their value has often been viewed as … less tangible. Then along came AI and its seemingly voracious appetite for expansion, The post IEEE Computer Society Certifications: Building Engineering Judgement in the AI Era appeared first on IEEE Computer Society.

An interview with Dr. Robby Robson, recipient of the 2026 Hans Karlsson Standards Award. Dr. Robby Robson is co-founder and former CEO at Eduworks Corporation and former Chair of the IEEE Computer Society Learning Technology Standards Committee, whose pioneering work in learning technology standards and online learning systems has launched the learning technology industry and The post Bridging Math, Standards, and AI in Education: An Interview with Dr. Robby Robson, 2026 Hans Karlsson Standards Award Recipient appeared first on IEEE Computer Society.

Scalability is apparent under heavy pressure, particularly when traffic increases, workloads change, or usage patterns shift unexpectedly. What is clear in these moments is that many of the outcomes were set in motion earlier. Systems architecture decisions made quickly, without full context, can quietly shape how a system behaves months or even years later. In The post Architecting for Growth: The Case for Early Scalability Decisions—Q&A With Srilakshmi Bharadwaj appeared first on IEEE Computer Society.