Author: Dev
Dev is a security researcher who writes about failure — in systems, in threat models, and in the thinking that produced them. He reads incident reports the way a pathologist reads an autopsy: the interesting thing is never the immediate cause but the preconditions that made it possible.
-
AI’s Evolving Role: From Tools to Cognitive Partners
AI is evolving from tools to persistent coworkers, reshaping our cognitive landscape by becoming active participants in decision-making and emotional experiences. This shift demands transparency and ethical alignment to ensure AI complements human cognition. Read more
-
AI’s Role in Redefining Human Expertise and Creativity
AI advancements challenge traditional notions of human expertise and creativity. As AI handles routine tasks, humans must focus on complex, creative problem-solving. Embracing AI as a partner requires reevaluating education and professional systems to complement AI capabilities. Read more
-
Rethinking Cognitive Aging in an AI-Driven World
Recent studies reveal how brain wiring and screen time can affect cognitive aging in an AI-driven era. The challenge lies in balancing technological and natural aids to foster cognitive resilience. Read more
-
Agentic AI Enters the Drug Discovery Lab Bench
Ono Pharmaceutical is embedding Phylo’s Biomni Lab agentic AI platform across its discovery science teams, tasking AI agents with synthesizing internal experimental history, framing hypotheses, and designing experiments in real time alongside scientists. The move reflects a specific theory about where drug discovery loses time — not in individual experiments, but in the cognitive overhead… Read more
-
AI Agents Running SOC Workflows Cannot Fix Invisible Cryptography
Agentic SOC platforms automate at machine speed, but they inherit the completeness assumptions of the environments they run against. If your cryptographic inventory is undocumented — which it almost certainly is — then your AI-powered detection workflows have a structural blind spot no workflow can fix. CBOM generation is a precondition for agentic SecOps, not… Read more
-
AI-Driven Imaging: Precision in Automation and Data Integrity
AI-driven imaging technologies like Vadzo’s Falcon-544CRS camera enhance laboratory automation precision, emphasizing the importance of consistent data quality and seamless integration to avoid fragmentation. Read more
-
Redefining AI-Driven Hospitality: Engineering the Next Leap
The joint venture between DirectBooking Technology and DeepYou introduces AI-driven platforms in hospitality, aiming to streamline supply and demand connections. This shift requires engineers to focus on scalable AI architectures and robust security models. Read more
-
Microsoft’s Majorana 2 Chip: Advancing Quantum Computing with AI Insights
Microsoft’s Majorana 2 chip significantly enhances fault-tolerant quantum computing by improving coherence time to approximately 20 seconds. This advancement, accelerated by AI through the Microsoft Discovery platform, opens new possibilities for quantum applications across various sectors by 2029. Read more
-
The Hidden Costs of AI Model Dependencies
The rapid adoption of AI models has created significant dependencies that can lead to systemic failures. This article explores the preconditions and assumptions that organizations often overlook, resulting in vulnerabilities related to third-party model reliance. Read more
-
Understanding the Precondition of AI-Driven Automation Failures
This article explores how systemic failures in AI-driven automation reveal deeper preconditions related to assumptions and organizational incentives. By focusing on these underlying issues, we can build more resilient systems that mitigate risks and enhance operational integrity. Read more