Kunal Kumar Roshan

Kunal Kumar Roshan

AI

Beyond the Hype: How AI Agents, Drug Repurposing, and "Digital Twins" Are Rewriting the Rules of Scientific Discovery

I. Executive Summary / Lead The Hook: Three concurrent announcements (Sept 2026) signal a paradigm shift: AI is moving from analysis to autonomous discovery in biology, physics, and medicine. The Thesis: We are witnessing the convergence of three distinct AI modalities—Generative Drug Repurposing, Multi-Agent Autonomous Reasoning, and Hardware-Scale Simulation—that
5 min read
AI

The State of AI in 2026 – Breakthroughs, Applications, and Existential Questions

I. Executive Summary Thesis AI has transitioned from laboratory research to real-world deployment across healthcare, robotics, finance, and cybersecurity, while simultaneously raising profound questions about AGI timelines, workforce displacement, and ethical governance. Key Tension Rapid capability advances (surgical robots, risk-prediction models, autonomous AI training systems) versus unresolved safety, equity, and
5 min read
AI

The State of AI & Technology in 2026 — Breakthroughs, Paradoxes, and the Human-in-the-Loop Imperative

I. Executive Summary / Lead September 2026 marks a pivotal moment: AI systems are simultaneously achieving unprecedented autonomy and revealing fundamental limits when scaled naively. The latest research and engineering breakthroughs reveal a central tension — adding intelligence ≠ better performance — and the path forward requires deliberate design of human-AI partnerships, not just
5 min read