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10 essays on AI, quantum computing and the systems underneath.
The Future of Agentic Cybersecurity: When the Attacker's Model Has No Refusals
Security teams are deploying autonomous agents to find and fix vulnerabilities. Attackers are deploying the same class of system on open weights with the refusals removed. That asymmetry — not model capability — is the security problem of the next few years.
Harness Engineering: The Architecture of Intelligence Amplification
The biggest gains in AI aren't coming from bigger models — they're coming from better harnesses. Harness engineering is the emerging discipline of building the orchestration layer that turns raw model intelligence into reliable, operational capability.
The 2026 Tipping Point: Why the "Decade of Agents" Will Cause a Corporate Collapse (And How to Survive It)
We stand at a deceptive calm before a structural hurricane. While AI demos dazzle and investment soars, the real economic impact remains muted—yet 2026 is forecasted to be the year this tension snaps. Based on insights from leading AI researchers and recent GDPval benchmark data, this post synthesizes why knowledge work is "cooked," why corporations face existential collapse, and the radical reset required to survive.
Cheap, previous‑gen “mini” models are wildly under-rated
For many workloads, previous‑gen “mini” models feel close enough to today’s top models that the cost gap becomes the dominant variable.
Vibe Coding: The Shift to AI as the Primary Implementation Engine
I’ve experienced the future of software development: vibe coding with foundation models like Claude Opus 4.5. It's not just about speed—it's a fundamental shift in the engineering role.
The Future of AI-Assisted Development
Exploring how artificial intelligence is transforming software development, from code generation to architectural decisions, and what it means for developers in the coming decade.
Accelerating Code Modernization with Generative AI for Automotive
How generative AI is revolutionizing code modernization in the automotive industry, enabling faster development of sophisticated vehicle software systems.
The Quantum Computing Mirage: Why Your 2030 Timeline Is Fantasy
A critical examination of quantum computing timelines, breaking down the hype versus reality and why practical business applications are still a decade away.
Reinforcement Learning and Self-Correction with DeepSeek R1 Zero
Exploring DeepSeek R1 Zero's remarkable self-correction capabilities, the evolution to DeepSeek R1, and the implications for European AI adoption and cost-effective model training.
Building Digital Twins with IBM for Energy and Utilities Customers on AWS
Exploring how IBM and AWS collaborate to build digital twin solutions for energy and utilities customers, enabling real-time monitoring, predictive maintenance, and operational optimization.