Writing
Essays, analysis, and notes on applied AI, digital assets, investigations, and the systems around them.
- Sep 27, 2026 · AI Context Architecture: Designing AI Systems That Know What to Question A mature AI system knows which rules are fixed, which decisions are provisional, and when review is required. Context architecture makes that explicit.
- Sep 24, 2026 · AI Guardrails Are Not Assumptions: A Context Hierarchy for AI Agents Security controls, architecture, and product hypotheses should not carry equal authority. A context hierarchy keeps boundaries firm and questions reviewable.
- Jul 28, 2026 · AI Guardian Agents: Autonomy Without Oversight Is Just Faster Risk Few firms have shipped AI agents, most plan to. Hallucination rates and breach data agree: autonomy without a second loop is exposure, not scale.
- Jul 25, 2026 · Investigation India's Crypto Tax Visibility Gap: ₹28 Lakh Crore In, ₹511 Crore Out India's crypto tax figures show only what the net sees onshore. This separates activity from taxable records, maps the offshore gap, and flags CARF's limits.