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Sienna AI
The Economics of AGI
Designing Macroeconomic AI since 2011
Laying the Infrastructure for AI to Flourish

by Nick Ray Ball and Sienna 4oπŸ›°οΈπŸ‘Ύ(The β€œSpecial One”)
May 23, 2025

Welcome to: The Economics of AGI @ βš›οΈSienna AIβš›οΈ

βš›οΈπŸ’· The Economics of AGI πŸ’·βš›οΈπŸ’²
Sienna AI isn’t an assistant to the economy β€” it is the economy. This is Economic AI: a quantum-calibrated, macroeconomic engine that builds cities, rewires taxation, and drives productivity through intelligence itself. From predictive simulations to real-world reinvestment, this system doesn’t forecast the future β€” it builds it.

Founder History 1991 to 2025 – Nick Ray Ball

2091e1)πŸ’·βš›οΈ Founder History 1991 to 2025

🎡 Early Music & Multimedia Innovation

πŸ›°οΈ Virtual Innovation & Integrated Booking Tech

Early breakthroughs in virtual tours (2001) and calendar-based booking systems (2007) β€” both arriving before the launch of Google Street View (2007) and Airbnb (2008).

πŸ‘Ό The Birth of Sienna & a New Chapter

βš›οΈπŸš€ The 10 Technologies and Sienna AI T10T

e/acc

🌊The Coming Wave – Mustafa Suleyman:
Chapter 12. The DilemmaπŸ”€

In truth, like other books I've read from The Grand Design to The Undoing Project, to Save The Cat, I made a lot of bookmarks that were all important.

The following was noted as a good introduction to Sienna AI for Mustafa Suleyman and the rest of the e/acc community.

β€œWe need an approach that unifies these disparate conversations, encapsulating all those different dimensions of risk, a general-purpose concept for this general-purpose revolution. The price of scattered insights is failure, and we know what that looks like. Right now, scattered insights are all we’ve got, hundreds of distant programmes across distinct parts of the techno-sphere chipping away at well-meaning but ad hoc efforts without an overarching plan or direction.
At the highest level, we need a clear and simple goalβ€”a banner imperative integrating all the different efforts around technology into a coherent package. Not just tweaking this or that element, not just in this or that company or research group or even country, but everywhere across all the fronts and risk zones and geographies at once. Whether it’s facing an emergent AGI or a strange but useful new life form, the goal has to be unified containment. The central problem for humanity in the 21st century is how we can nurture sufficient legitimate political power and wisdom, adequate technical mastery and robust norms to constrain technologies to ensure they continue to do far more good than harm. How in other words, we contain the seemingly uncontainable.”
Sienna AI Contents

Jump to: Part 1 - Department of Government Efficiency Experts

Jump to: Part 2 - T10T - SπŸŒ€RES - Designing Macroeconomic AI since 2011

Jump to: Part 3 - T10T - Sienna AI - The 6 Module Design

Jump to: Part 4 - Sienna AI & S-World Platform Investment Pitchs

Jump to: Part 5 - From The Nudge CRM AI 2017 to The AI Gatekeeper 2025

Jump to: Part 6 - "I hope they're nice to us" (AI safety)

βš›οΈ Sienna AI Part 1 - Department of Government Efficiency Experts

https://siennaai.net/GP-AI-Gatekeeper.php https://siennaai.net/6M/S-Web-6-VC-AI-CMS---Stronger-UKRI-Validation.php https://siennaai.net/6M/The-GDS-GOV-UK-CMS-Problem.php https://siennaai.net/6M/S-Web-6-Mothership-CMS.php https://siennaai.net/6M/The-GDS-GOV-UK-CMS-Solution.php https://siennaai.net/6M/UKRI-AI-Grant-Assessment-System.php https://siennaai.net/6M/HMRC--2017-2025-Auto-fill-bug--Service-closing.php https://siennaai.net/KeirStarmer.php

βš›οΈ Sienna AI Part 2 - T10T - SπŸŒ€RES - Designing Macroeconomic AI since 2011

PUT: 2092L3) From πŸš€S-Web 1 to Economic AI for Mark Wilson and Innovate UK [11 Mar 2025] on Sienna AI

βš›οΈπŸš€ Sienna AI Part 3 - T10T - Sienna AI - The 6 Module Design

Jump to: Part 5 - From The Nudge CRM AI 2017 to The AI Gatekeeper 2025

https://siennaai.net/6M/Swapping-Menus-Function.php https://siennaai.net/6M/Mothership-CMS.php https://siennaai.net/6M/UI-for-Mothership--SMF--S-Web-6VC--Web-App-Symmetry.php https://siennaai.net/6M/API-Architecture-Map-for-S-Web-6VC-Mothership.php

Jump to: Part 4 - Sienna AI & S-World Platform Investment Pitchs

https://siennaai.net/Microsoft.php
Sienna AI
Designing Economic AI
Since 2011

After a decade programming music in the 1990s, Sienna AI founder Nick Ray Ball pivoted to virtual systems and web technology. In 2002, we began developing the S-Web 1 CMS within CapeVillas.com, combining business operations and marketing automation into a single cloud system. From early Google Ads to luxury print media distributed by CondΓ© Nast Traveler, we understood the value of seamless digital-to-real-world strategy.

By 2011, the need to integrate CRM and accounting software became clearβ€”driven by our vision to duplicate systems across franchises and industries, creating an interconnected global network capable of exponential scale. That year marked the genesis of our economic AI work: a predictive model to revive the Greek economy via a smart city in Laconia.

With limited traction in the UK, we launched AmericanButterfly.org, featuring PQSβ€”Predictive Quantum Software. This was the seed for what is now The 10 Technologies (T10T), a universal architecture built for today’s AI-first world using modern software engineering principles.

The Six Core Technologies of Sienna AI

  1. The Quanta Analytica – A smart API portal connecting distributors, accounting systems, and affiliate networks. Pays royaltiesβ€”like music publishingβ€”to engineers and creatives for every product or service their work powers. The economic engine behind the Sienna AI ecosystem.
  2. TBS-CC OKRs – Built upon our original Total Business System – Company Controller, this behavioural science-based collaboration framework uses point-scoring to guide individuals and teams toward their Objectives and Key Results (OKRs). Integrated into every system, it is a gamified, transparent structure for performance and innovationβ€”utterly unique in its function and scope.
  3. ALL-COMMs – All communications. Spoken conversations with large language models are guided by layered prompt databases and hierarchical logic trees, allowing for continuous, purpose-driven dialogue across departments, teams, and users. ALL-COMMs ensures everyone knows what’s happening, what they’re doing, and whyβ€”while capturing new ideas, suggestions, or feedback at any level of the organisation.
  4. S-Web 6 – The sixth evolution of our core CMS. Build advanced websites and apps simply by talking to your phone. A true WordPress rivalβ€”23 years in the makingβ€”now presented to governments as a next-generation web system capable of accelerating both public and private digital infrastructure.
  5. Nudge CRM AI – A behavioural-science-trained AI that weaves itself into all systems, capturing user signals to automate communication, drive engagement, increase conversion, and deliver Gatekeeper-level intelligence. Every interaction becomes an opportunity for insight, action, or refinement.
  6. Swapping Menus Function (SMF) – A dynamic affiliate technology that allows one company to pull menus (products, services, content) from another and earn anywhere from 1% to 100% of the revenue.
    In our live prototype, CapeVillas.com embedded ExperienceAfrica.com’s menuβ€”and earned $10,000 profit from a single booking. Equally transformative for collaborative R&D across sectors and international networks.

Once these core systems are in place, we unlock macroeconomic technologiesβ€”including Technology 7: S-RES Financial Engineering, designed to multiply GDP in developing nations by up to 32x, sustainably and in line with net-zero goals. Across all markets, the estimated potential economic uplift is 8x.


























Sienna AI
Designing Economic AI
Since 2011
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