28 Aug 2026
Bayes Theorem
How Evidence Should Change What You Believe
Read →WRITING
Things I’m trying to understand.
Notes on Data, AI, decision systems, investing, uncertainty and the ideas connecting them.
24 Jul 2026
10 Foundational Observations
From AI Capabilities to Organizational Coherence
Read →17 Jul 2026
The Cost Nobody Measured
Organizations Outsource Ambiguity Handling to People
Read →12 Jul 2026
From AI Adoption to AI Fluency
Understanding the Different Needs of Business Users and AI Builders
Read →12 Jun 2026
The Evolution to The Learning Enterprise
From Human-centric to Context and Trust-Driven Intelligence
Read →10 Jun 2026
From Data Management To AI-Native Trust Systems
Making Reliable Decisions Under Uncertainty
Read →07 Jun 2026
Batch Processing
Transforming Historical Data into Knowledge
Read →06 Jun 2026
Storage and Retrieval
Turning Persistent Data into Accessible Knowledge
Read →05 Jun 2026
How Metdata Connects Data Management Products
Trusted Decisions Need Trusted Data
Read →04 Jun 2026
Stream Processing
Process Unbounded Data Continuously
Read →03 Jun 2026
Data Models and Query Languages
Data Modeling is all about Problem Solving
Read →02 Jun 2026
A Philosophy of Streaming Systems
Treating Data Systems as a Unified, Unbundled Dataflow
Read →01 Jun 2026
Non-functional Requirements
The Hidden Requirements
Read →31 May 2026
The Evolution of Organizational Intelligence
How Intelligence Emerges Inside Organizations
Read →30 May 2026
Doing The Right Thing
Ethics in Data and AI Systems
Read →29 May 2026
Trade-offs in Data System Architecture
There are no perfect solutions, only trade-offs
Read →28 May 2026
Metadata-Driven Intelligence
Agentic AI + Data Marketplace + Data Management Products
Read →27 May 2026
Non-Deterministic Multi-Agent Coordination
From Individual Systems to Co-ordinated Intelligence
Read →26 May 2026
The Rise of AI Engineering
From Language Models to AI Engineering
Read →25 May 2026
Evolution of Data Quality - II
From Rule Compliance to Resilient Trust Systems
Read →23 May 2026
Evolution of Data Quality - I
From Error Correction to Infrastructure Intelligence
Read →22 May 2026
Realistic Capabilities of Agentic AI
AI can Reason Today, But Trust Requires Guardrails
Read →21 May 2026
Agentic Root Cause Analysis Using Metadata Intelligence
Metadata Intelligence Enables AI to Reason
Read →20 May 2026
Evolution of Data & AI Ecosystem
Core Problem: How do large systems coordinate decisions under uncertainty?
Read →18 May 2026
Evolution of Data Management
From Data Chaos to Trusted Intelligent Decisions
Read →17 May 2026
Reality, Systems & Observations
The Foundation of All Intelligent Systems
Read →16 May 2026
Data & AI Visual Notebook
Guide to Understanding Modern Intelligence Systems
Read →15 May 2026
Intelligence as Infrastructure
From Human Cognition to Scalable Intelligence Systems
Read →14 May 2026
Why Intelligent Systems Exist
Reducing Uncertainty, Making Better Decisions and Improving Outcomes
Read →13 May 2026
How AI Services Works
End to End Lifecycle
Read →12 May 2026
Designing Life Systems
A First-Principles Framework for Health, Wealth, Decisions, and Meaning
Read →11 May 2026
How Yoga Transforms
Your Body & Mind
Read →10 May 2026
Data and AI Ecosystem
Understanding the Components from First Principles
Read →09 May 2026
From Execution To Intellectual Leverage
Building Timeless Value in the Intelligence Age
Read →08 May 2026
Bank as an Intelligence System
From Data to Decision to Continuous Learning
Read →07 May 2026
Evolution of AI Agents
Capability, Reliability and Human Role
Read →05 May 2026
The Metabolic Decision Engine
How the body allocates energy across glucose, glycogen, fat, and muscle
Read →03 May 2026
Why Humans Build Systems
How societies and organizations coordinate decisions under uncertainty
Read →02 May 2026
Understanding Data and AI Through a Smart City
Why modern organizations behave like intelligent cities that learn, decide, and adapt
Read →26 Apr 2026
Agentic AI Meets Quantvesting - Where Structured Intelligence Breaks Down
Applying first principles to an AI-driven investment system reveals that consistency, validation, and trust remain unsolved problems
Read →25 Apr 2026
Moving Up the Value Chain in the Age of AI
Why being ‘AI-proof’ is not about soft skills, but about decision-making and leverage
Read →24 Apr 2026
AI, Convenience, and Cognitive Drift
Why the real impact of AI is not what it costs, but how it changes how we think
Read →23 Apr 2026
From Writing to Thinking
How documenting ideas evolved into AI-assisted clarity and better decisions
Read →21 Apr 2026
Decoding Business Narratives in the Age of AI
Why news, leadership statements, and AI forecasts are often strategically framed—not purely objective.
Read →20 Apr 2026
Same Reality Different Narratives
How incentives shape what Big Tech and banks say about AI
Read →15 Apr 2026
AI Won’t Kill the Middle Layer. It Will Make It the Most Important One.
As AI compresses execution, value shifts to the layer that connects data, decisions, and outcomes.
Read →10 Apr 2026
From Data Engineering to Decision Ownership
Why the future of your role isn’t building pipelines, but ensuring decisions are reliable, traceable, and accountable.
Read →05 Apr 2026
AI Will Do the Work. Humans Will Own the Outcome.
The future belongs to those who define goals, control systems, and take responsibility when they fail.
Read →01 Apr 2026
From Data to Decisions to Outcomes
Why the future belongs to those who can close the loop and learn faster than others.
Read →12 Jan 2026
Sapiens - Book Summary
A Brief History of Humankind
Read →08 Jan 2026
Cumulative Ranking for Quantvestors
How My Quantvesting Framework Picks the Top 5 Stocks?
Read →04 Jan 2026
The Harvest Mindset
How I Think About Trading and Emotional Discipline
Read →25 Dec 2025
Pillars of Life
Health, Wealth, and Beyond
Read →01 Nov 2025
Understanding Asset Classes
Risk, Return & Inflation in India
Read →01 Oct 2025
Stock Price Is Not Valuation
How I Use Valuation to Make Better Decisions
Read →01 Sep 2025
Screener for Stock Market
Selecting Robust Businesses
Read →01 Sep 2024
Stock Market Foundation
Basic Principles of Stock Market
Read →01 Apr 2023
Quantvesting Notes
Notes from Trading with Vivek
Read →02 Jan 2023
Information
Why is Information Valuable?
Read →01 Jan 2023
Reality and Uncertainty
Why do Decisions Exist?
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