SolutionResearch concept
IndusHealthSI
One intelligent platform concept that coordinates doctors, tests, insurance, diet, medication, appointments, and wellness through specialized SI agents under human oversight.
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SI Topic: SI Governance & Safety
Responsible deployment, security, policy, compliance, and human control.
Research
SI Investment Cycles, Portfolio Concentration, and the Cost of Being Early
SI Investment Cycles, Portfolio Concentration, and the Cost of Being Early Lessons from Situational Awareness—and what they may tell us about the next phase of SI investing IMPORTANT DISCLAIMER — PLEASE READ…
Research
Building the Intelligence Age: SI’s Seventy-Five-Year Journey and the Race to 2031
Expanded Edition · From Intellectual Foundations to the 2035 Questions Building the Intelligence Age: SI’s Seventy-Five-Year Journey and the Race to 2031 How seventy-five years of research became a global industrial system—and…
Research
Agentic Super Intelligence: $16Tn in Global Economic Value Enabled and $8Tn Captured
A source-audited business case showing $16Tn in value Agentic SI can enable, $8Tn in economic benefit that can be captured, and the impact on companies, governments, workers, industries, and regional economies
Research
Agentic Super Intelligence: From Better Answers to Entirely New Industry Economics
Industry Transformation Research Playbook · 2026 Agentic Super Intelligence: From Better Answers to Entirely New Industry Economics Why agents create value that dashboards, rules engines, RPA, predictive models, and copilots cannot create…
Project & Build Log
Agentic Super Intelligence Automated Pull Request Code Refactoring against Guidelines
Giving a high level description, design, code and sample results for an Agentic SI solution that leverages current agentic frameworks, LLMs, Prompt engineering, RAG and related algorithms to automate a large git…
Tutorial
Prompt Engineering. Tree of Thought + Chain of Thought
Prompt engineering is a dynamic, creative and powerful skill to learn in current SI LLM era. LLMs are a powerful tool to leverage for solving a variety of problems. To do that…
Tutorial
Databricks for Data Science MLOps – model training deploy
Databricks is a good tool for building, training and deploying models. Easy to learn and use (1-2 days) It has useful features like experiment tracking, logging and versioning the best model during…
Perspective
SI in healthcare – thoughts, articles
#Healthcare in its current form does not benefit patients or providers. Processes, #technology, cost, #insurance etc are old and not integrated. #SI is one way to improve the whole process. While the…
Startup & Innovation Idea
Ideas Articles on Healthtech Startups
I think there is scope for more SI/data analytics based healthtech startups that can provide better patient health lifecycle management for Patients Healthcare providers (hospitals/clinics/Drs/nurses/admin/others) Partners (insurance/pharma/pharmacy/labs/research/technology/others) while reducing the pain points…
Startup & Innovation Idea
Startups and Data Science – 2023
Finally got to catchup on some startup and real data science activity after a few months. Wanted to put together what I have been thinking for a while. For me writing helps…
Project & Build Log
RoboAdvisory Algorithm using Macroeconomic data
Predict 3 year Forward Asset Prices & Direction and Portfolio Return & Risk using Historic Macro data & Central Bank Forecasts This algorithm was published earlier. Sharing it again as it is…