Level 1: Foundational Logic

In this level, we focus on developing real world skills by decoding the maths behind real world operating systems and applications across three foundational themes.

THEME 1

Making Data-Backed Decisions

1. Making smart choices by weighing what truly matters

Real-World Applications

Gig Ratings and Social Media Algorithms

The Maths Involved

Simple & Weighted Averages

2. Decoding a risky choice to separate smart bets from predatory traps

Real-World Applications

Game Lootbox Mechanics, Recognizing Online Scams & Traps

The Maths Involved

Basic Probability & Expected Value

3. Cutting through the noise to narrow down your real options

Real-World Applications

Online Shopping Filters, AI Prompt Engineering, Digital Marketing Targeting

The Maths Involved

Boolean Logic, Set Operations

4. Making optimal choices when time, money, or capacity are strictly limited

Real-World Applications

Budgeting pocket money, Managing production constraints, Screen Time vs. Study vs. Gaming Allocation

The Maths Involved

Visualizing Linear Equations & Boundary Conditions

THEME 2

Building Business Acumen

5. Understanding profit, its friends and its enemies

Real-World Applications

Factory Profit & Loss Lab

The Maths Involved

Fixed vs. Variable Costs, Gross & Net Profit Margin

6. Turning scale into savings!

Real-World Applications

The Wholesale Logistics Matrix, Cloud storage tier breaks (Free vs 100GB vs 2TB), Family plan optimization setups

The Maths Involved

Step Functions & Volume Discounts

THEME 3

Understanding Money & Markets

7. How linear choices waste resources while exponential thinking compounds wealth

Real-World Applications

Wealth Compounding & Debt Traps

The Maths Involved

Linear vs. Exponential Functions, Compound Interest

8. How urgency and panic are engineered to destroy wealth

Real-World Applications

Limited Drops, Bots & Ticket Scalping, Global Oil or Gold Pricing

The Maths Involved

Supply & Demand Curve

9. What is my REAL gain after accounting for everything that remains hidden?

Real-World Applications

Foreign Currency Exchange, Pre-Owned Marketplaces, Real Estate Transactions

The Maths Involved

Percent Slippage & Transaction Costs

10. How money flows across time

Real-World Applications

Subscription Models vs. Outright Buys, Understanding EMIs

The Maths Involved

Simple Discounting, Present vs. Future Value & Opportunity Cost