Guardian Agents: Autonomy Without Oversight Is Just Faster Risk
Only a fraction of firms have shipped AI agents, yet most plan to. Hallucination rates and breach data say the same thing: autonomy without a second loop is not scale. It is exposure.
What I write about
Crypto investigations, AI and the law. Notes from cases, tools I am building, and things I am still working out.
India's Crypto Tax Visibility Gap: ₹28 Lakh Crore In, ₹511 Crore Out
Parliamentary TDS and income-tax figures show what India's crypto tax net can see onshore. This piece separates activity metrics from taxable records, maps the offshore gap range, and flags what CARF will not fix.