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Latest posts(14)

Architecting an AI Knowledge Agent for Maritime Regulatory Compliance
Architecting an AI Knowledge Agent for Maritime Regulatory Compliance

Moving from concept to code, this study details a hybrid RAG system built on GCP and Rust. By merging vector search with temporal knowledge graphs, we’ve created an auditable AI tool that navigates complex IMO regulations with precision and safety.

by Ismail Aksoy Mar 20, 2026
Building a Maritime Competency Intelligence Platform: A Case Study
Building a Maritime Competency Intelligence Platform: A Case Study

Most fleets still rely on fragmented records and subjective judgment to decide if officers are ready for promotion. This project presents a structured, data-driven competency management system that turns scattered evidence into transparent, defensible promotion and development decisions.

by Ismail Aksoy Feb 23, 2026
The Cynicism Factory: How Corporate Values Became Tools of Exploitation in the AI Era
The Cynicism Factory: How Corporate Values Became Tools of Exploitation in the AI Era

From Enron's stated values of 'Integrity' to OpenAI's dissolved safety team, corporate values consistently fail. This investigation reveals the cynicism factory: how values-based leadership became performative ethics, why Europe has the lowest engagement despite Nordic origins, and what comes next.

by Ismail Aksoy Feb 12, 2026
Advancing Maritime Cybersecurity Through Integrated Software-Defined Networking and Zero Trust Architecture
Advancing Maritime Cybersecurity Through Integrated Software-Defined Networking and Zero Trust Architecture

Integrating SDN with zero trust mesh architectures enhances maritime cyber resilience by enabling dynamic network management and granular access control, addressing unique operational and regulatory demands.

by Ismail Aksoy Nov 07, 2025
The Decentralized Decision Architecture
The Decentralized Decision Architecture

Stop waiting for permission. Build influence through results ("receipts"), not titles. Don't just pitch—decide and deliver tangible proof. Create the reality leadership has no choice but to recognize. Your title ships after reality, not before.

by Ismail Aksoy Oct 21, 2025
SCORM is Dead. xAPI is a Trap. Your eLearning Tech is Broken.
SCORM is Dead. xAPI is a Trap. Your eLearning Tech is Broken.

Here's what I discovered when I went down the rabbit hole of e-learning technology research—and why every tech leader in the eLearning industry needs to understand this mess.

by Ismail Aksoy Jul 16, 2025

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