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.
Research
What happens when synthetic intelligence learns to move through the physical world.
Essays, field notes and experiments on AI, physical computing, geometry, and the built environment.
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Gurgaon Has Plenty of FAR
Increasing floor area ratio changes how much gets built, but never how buildings meet the street.
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The State Touches Every Building Once
Why state housing designs go unused, and how speed-of-permitting reform creates the one window to attach design to choice.
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Two Shortages That Cancel
Redirecting mandatory architectural internships into municipal design cells gives students placements and cities in-house capacity.
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Design Got Cheap, Streets Didn't
Online design platforms brought ₹1,999 house elevations to every district in India, but generating pictures didn't solve whether the houses work.
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India Protected the Word, Not the Work
How a mandatory fee floor and a title-only law left Indian architects out of the housing market
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Pink Is a Dividend
Why Jaipur's heritage regulations work while Ahmedabad's stall, and how spatial rents make urban conservation enforce itself.
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The Rebar Is a Loan
How credit, setbacks, concrete supply, and split governance produce the look of the ordinary Indian street.
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Opens DG2N in a new tabThe Geometry You Plan In
A planner is only as good as the space it searches. Fix the geometry first and the planning gets easy.
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Low Background Steel
The internet is no longer majority human. A fleet of sunken battleships suggests what happens next.
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Small to Big
Why BIM cannot compose: moving the built environment from locked CAD files to executable spatial contracts.
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Your Pick Data Cannot See the Floor
Why warehouse pick timestamps fail to explain fulfillment bottlenecks without a spatial model of the physical floor.
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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.
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Spec to Site
The internet was written by hand until it wasn't. The built world is next, and the scarce thing at the far end of that shift is not drawing.
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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.
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World Models Have to Beat an Agent with Blender
The falling cost of editable 3D is changing the benchmark for generative worlds.
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When BIM Becomes Invisible
World models, digital twins, and the redesign of how the built world is conceived, coordinated, and operated.
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When Code Is Cheap, Judgment Compounds
The enterprise asset is the accumulated ability to specify, evaluate, and reproduce what works.
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The Irreplaceable Man
Physical AI is arriving faster than the infrastructure that carries it. Small businesses are where those two facts collide.
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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.
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Where to Put the Meter
When raw intelligence becomes cheap, value migrates from software seats and labor hours to the delegation of trusted work.
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Anticipation and Memory: The Hidden Value in Hospitality
Why the two most valuable phases of independent hospitality happen before arrival and after departure.
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The World Is Not a Table
Why digital twins in India are about spatial resolution and physical decisions, not 3D dashboards
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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.
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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.
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From Writing to Authorship: What AI Changes About Thinking
When machines can write almost anything, the scarce asset is knowing what you actually mean.
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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.
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Harvest Is Not Death
The fresh supply chain spends billions chilling managed corpses. Plant physiology suggests a far simpler alternative: keep produce alive all the way to the plate.
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Ways of Seeing, Ways of Naming
John Berger, Wittgenstein, and the vision-language state.
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The Distillation Economy
How open weights, quantization, and local inference are rewriting the geopolitical supply chain of artificial intelligence.
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The Decision as Software
When the unit of government software stops being the dashboard and starts being the decision.
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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.
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Models Are Not Applications
What looks like enterprise AI pessimism is a strategic narrative war over market architecture and value capture.
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The Language Games of Law
LLMs conquered the textual surface of legal practice. The institutional context remains an unsolved system-design problem.
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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.
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The Abstract Machine
Why we stopped writing solvers and started writing the thing that writes them
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The Descent Networks of Calandra
A technical appraisal of gravity-glide urban transit
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The Company Is a Flowchart
Why the hardest problem in enterprise software is a modelling error, and why the fix has to be free
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The Plural Shelf
Consumer decision trees model an averaged shopper who does not exist, and function alone has stopped being sufficient to sell
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Can a City Take a Joke?
Phantom infrastructure, public art, and the case for civic self-annotation
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The Volume Asymmetry of Physical AI
Why physical intelligence requires capex substitution, edge perception, and owning the unrecorded state of space over time.
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3D Was Never an Interface
Why the spatial turn in artificial intelligence is a data argument, not a display argument
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Building Without Blocks
Deep tech, government, and the decade India built its own substrate
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Machine-readable, then machine-run
Why physical retail must become a digital substrate before agentic AI can run it.
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AI Decentralization Ends at Your Dinner Table
The intelligence race pushes AI onto owned hardware, then onto your body. A three-to-four-year chain, told as a story.