All research

Ayushi Mishra

Technologist working on AI and drone-based mapping, and what they change about how places get measured.

Writing

  1. Tech Companies as New-Age Zamindars: Public Rails, AI Agency, and Governance

    How open infrastructure, AI agency, and reality interpretation prevent digital platforms from becoming private estates.

  2. From Spatial Dashboards to Municipal Execution: What Smart Cities Become in the Agentic Era

    Decades into the smart city experiment, AI is shifting urban technology from watching reality to participating in it.

  3. The Advertising Machine Is About to Learn How You Choose

    Multimodal AI moves advertising from demographic probability to probabilistic models of individual judgment and context-dependent choice.

  4. From Calculation to Intention: What Remains Scarce When Intelligence Is Free

    When execution and intelligence become abundant, the human boundary moves from generating answers to deciding which futures are worth choosing.

  5. Where to Put the Meter

    When raw intelligence becomes cheap, value migrates from software seats and labor hours to the delegation of trusted work.

  6. The World Is Not a Table

    Why digital twins in India are about spatial resolution and physical decisions, not 3D dashboards

  7. After Spec-to-Prod: The Legibility Problem in GovTech

    Beyond adaptable software lies the harder challenge: building a continuously maintained state of reality that governments can actually reason over.

  8. The Knowledge Shock: Why India Needs Cheap Intelligence

    As software costs collapse, India’s next macroeconomic advantage depends on turning metered inference into productive capital.

  9. From Writing to Authorship: What AI Changes About Thinking

    When machines can write almost anything, the scarce asset is knowing what you actually mean.

  10. Beyond the Bounding Box

    Reality capture is no longer the bottleneck. VLMs convert physical space into natural language, turning camera feeds into queryable world models.

  11. Ways of Seeing, Ways of Naming

    John Berger, Wittgenstein, and the vision-language state.

  12. The Decision as Software

    When the unit of government software stops being the dashboard and starts being the decision.

  13. India’s AI Problem Is a Data Problem

    Before AI can predict or automate, it has to answer deceptively basic questions about where things are and what they correspond to.

  14. Models Are Not Applications

    What looks like enterprise AI pessimism is a strategic narrative war over market architecture and value capture.

  15. The Language Games of Law

    LLMs conquered the textual surface of legal practice. The institutional context remains an unsolved system-design problem.

  16. From Apps to Ontologies

    AI makes government software easy to build but hard to buy—shifting the real moat from generated dashboards to ground-truth civic semantics.

  17. Building Without Blocks

    Deep tech, government, and the decade India built its own substrate