Datura Labs.
Essays and technologies from an operator.
I ran natural gas operations for over a decade and now build the technologies I use to read a market before it is legible — and write about what they show. Owners rather than renters: the files, the hardware, and the rules stay with the owner; only the intelligence is rented.
Destructive Dharma
The operating philosophy: models and institutions that are being destroyed rather than improved, and what replaces them.
The Wrapper Problem Which Rents Survive The Accommodation Class Rejected Me. I Had Already Rejected Them.Desirable Distress
The investment expression: distressed and special-situation opportunity as a discipline, not an accident.
Distressed Capital Is Patient Capital. Everything Else Is Tourism.Maya
The screening lens: systems that report success while quietly failing, and how to verify against ground truth instead of the proxy.
Solopreneurs Will Fail Without Determinism The Trustworthy NegativeThe Translation Layer
The gap between conception and implementation, and the infrastructure that closes it.
The Translation Layer ProblemSovereignty
Owners not renters: files, structure, and rules on hardware the owner controls, with no trusted third party at any layer.
The 1966 Paper That Already Solved Prompt Injection Why the installation costs more than the computer Not a Third Party to Your Own RecordsBuilt to see with. Each one was run on the firm's own records before it was described here.
The Deal-Screen Desk
Paid to find the reason the deal shouldn't happen
TalkingDB
Your archive, answerable in plain language — on hardware you own
Datura Acquisition Agent
The firm’s own sourcing watch; a deal book from the same run, on request
The corpus and the technologies compound each other. One alone reads the public record; one running against an installed TalkingDB reads the public record and everything you already know — so a lead that looks cold to anyone else can surface as a name your own history already flagged.
Why you can trust it: the controls behind every technology →
VK Singh Vashisht
Founder & Managing Member
VK Singh Vashisht founded and operates Datura Labs LLC. He holds an economics degree from UC Irvine (2009) and ran family natural gas operations for over a decade before founding the firm.
He writes under five themes at /writing/.
He maintains no personal social media presence.