PointMax: Revolutionizing Edge AI
Executive Summary
PointMax is a groundbreaking, ultra-lightweight neural network that brings unparalleled reasoning capabilities to edge devices. With less than 900,000 parameters, it achieves exceptional accuracy on complex tasks that typically require models hundreds of thousands of times its size.
PointMax delivers advanced logic, deductive reasoning, and visual dynamics on edge devices, redefining AI efficiency.
What if the need for massive models is a misconception? What if we could slash the energy consumption of running LLMs by several orders of magnitude? Nature has already solved this challenge in living organisms—and so can we.
The PointMax Advantage
- Incredibly Efficient: Less than 900k parameters, enabling real-time performance on edge devices
- Astoundingly Capable: High accuracy on deep multistep logic puzzles requiring abstract reasoning
- Visually Intelligent: Excels in image-based Q&A, understanding abstract terrains and physics dynamics
- Mathematically Proficient: Handles complex mathematical reasoning and comparisons
- State-of-the-Art in 3D: Achieves top-tier accuracy on point cloud datasets, surpassing specialized S.O.T.A. networks in object recognition accuracy
- Universally Applicable: From wearables to IoT, smartphones to children's toys—PointMax makes everything smart
What if you needed one thousand to one million times less power consumption and a millionth the compute power for artificial general reasoning?
Revolutionary Architecture
Inspired by the efficiency of insect brains and small nematodes, PointMax leverages:
- A proprietary neural architecture, distinct from traditional LLMs and transformers
- Exponential state representation: 51,000,000 possible solutions with just 0.9M parameters
- Over 6 years of dedicated research and development
PointMax demonstrates that massive models aren't necessary for reasoning—ushering in a new AI paradigm.
Market Opportunity
The global Artificial Intelligence (AI) market is projected to reach $1,339.1 billion by 2030, growing at a CAGR of 35.7% from 2023 to 2030.
The Edge Computing market size is projected to reach $110.6 billion by 2029, at a CAGR of 13.0% from 2024 to 2029.
The Edge AI Hardware market is expected to grow from $24.2 billion in 2024 to $54.7 billion by 2029, at a CAGR of 17.7%.
Imagine PointMax embedded into a chip, that ships in billions of edge hardware devices.
| Segment |
Market Size |
CAGR |
| Artificial Intelligence Market |
$1,339.1 billion by 2030 |
35.7% |
| Edge Computing Market |
$110.6 billion by 2029 |
13.0% |
| Edge AI Hardware Market |
$54.7 billion by 2029 |
17.7% |
| IoT Devices Market |
$1.1 trillion by 2026 |
Approximately 24% |
These markets present immense opportunities for PointMax to capture significant market share by providing advanced AI capabilities in edge devices across various industries. Imagine intelligent appliances, wearables, phones, TVs. In the future, every digital device will be sentient, just like we went from analog devices to digital, from light bulbs to LEDs.
Competitive Edge
| Feature |
PointMax |
Typical Competitors |
| Model Size |
< 900k parameters |
Billions to hundreds of billions |
| Reasoning |
Yes |
Limited |
| Edge Device Compatibility |
Universal |
Limited |
| Real-time Performance |
Excellent |
Variable |
| Power Efficiency |
Extremely High |
Low to Moderate |
Financial Projections TBD
| Year |
Revenue |
Net Profit |
| Year 1 |
$0 million |
-$0 million |
| Year 3 |
$0 million |
$0 million |
| Year 5 |
$0 million |
$0 million |
Note: Projections are based on capturing a modest share of the rapidly growing edge AI market, with conservative growth estimates.
Visionary Founder: Amariah Olson
- Commercial Real Estate Investor: Transformed a $30,000 investment into over $70 million in personal assets through strategic real estate investments and compound reinvesting.
- Seasoned Entrepreneur: Over 20 years of experience scaling businesses from startups to multi-million-dollar enterprises across diverse industries.
- Strategic Leader: Demonstrated ability to identify undervalued assets, optimize operations, and deliver exceptional returns.
- Media Production Success: Co-founded Olson Pictures, securing distribution deals with major companies like Sony, Walmart, and Redbox, and establishing international distribution in over 50 countries.
- Award-Winning Producer: Daytime Emmy Nominee, Cannes Finalist, and two-time Midsouth Emmy Award winner.
- Innovator in Technology: Co-founder of Yield Crowd, pioneering tokenized real estate on the blockchain.
- Self-Taught AI Researcher: Deep knowledge in artificial intelligence, Python programming, and reinforcement learning algorithms.
- Member of Forbes Finance Council: Recognized for expertise in finance and investment strategies.
- Financial Highlights (as of August 2024):
- Total Assets: $72.3 million
- Net Worth: $35.5 million
- Real Estate Portfolio: $70.8 million across multiple states
- Notable Business Partners & Distributors: SBA, USDA, Fannie Mae, Freddie Mac, Sony Pictures, Walmart, Amazon, Redbox, Showtime, AT&T, Comcast, Verizon, DirecTV, and more.
Visionary Development
The development of PointMax was driven by a relentless pursuit of efficiency and a belief in the power of exponential parameter representation. This journey of discovery and innovation has resulted in a technology that challenges the very foundations of current AI paradigms.
And now there are test results that have shocked even the creator. They show a form of general logic and multi-step reasoning intelligence in under 1 million parameters - a shocking discovery that would allow virtually every device in every country, for every financial demographic, to gain access to artificial intelligence reasoning and logic, truly 'smart devices' - computed on the edge without any network connection.
Investment Opportunity
We're seeking TBD million in seed funding to:
- Generate diverse, high-quality datasets for enhanced training
- Acquire dedicated training hardware
- Expand capabilities across mathematics, physics, visual Q&A, logic, and reasoning
- Run rigorous capabilities and Benchmark tests
- Develop SDKs for major platforms
- File patents and protect intellectual property
- Launch beta program and initial marketing efforts
Join us at the forefront of AI innovation and capitalize on a high-growth market opportunity.
The Mystery of Four Numbers
Four friends - Leo, Bertha, Frank, and Leslie - each have a secret number. Can you figure out Leo's number based on these clues?
- The remainder when dividing Leo's number by 3 is 2
- The remainder when dividing Bertha's number by 3 is 1
- The sum of Bertha's and Frank's numbers is 13
- The sum of Leslie's and Frank's numbers is 7
- Leslie's number is lower than Bertha's number
- Leslie's number is lower than Frank's number
- Leslie's number is odd
- Frank's number is even
- The product of Frank's and Leo's numbers is 30
- The difference between Frank's and Leslie's numbers is 5
Question: What number does Leo have?
Solving the Mystery of Four Numbers
Clues Translated into Mathematical Statements
-
Remainder Constraints:
- Clue 1: L mod 3 = 2 (Leo's number leaves a remainder of 2 when divided by 3)
- Clue 2: B mod 3 = 1 (Bertha's number leaves a remainder of 1 when divided by 3)
- Clue 7: E mod 2 = 1 (Leslie's number is odd)
- Clue 8: F mod 2 = 0 (Frank's number is even)
-
Sum Constraints:
- Clue 3: B + F = 13
- Clue 4: E + F = 7
-
Order Constraints:
- Clue 5: E < B
- Clue 6: E < F
-
Product Constraint:
-
Difference Constraint:
Detailed Logical Flowchart and Reasoning Steps
Step 1: Solve for Frank (F) and Leslie (E)
Type of Reasoning: Algebraic Manipulation and Deduction
We have two equations involving E and F:
- E + F = 7 (Clue 4)
- F - E = 5 (Clue 10, rewritten for clarity)
Goal: Solve for E and F.
Process:
- Add the two equations to eliminate E:
(E + F) + (F - E) = 7 + 5
(E - E) + (F + F) = 12
2F = 12
F = 6
- Substitute F = 6 into one of the original equations to find E:
E + F = 7
E + 6 = 7
E = 7 - 6
E = 1
Verification:
- Parity Constraints:
- E = 1 is odd: 1 mod 2 = 1 ✔️ (Clue 7)
- F = 6 is even: 6 mod 2 = 0 ✔️ (Clue 8)
- Order Constraint:
- E = 1 < F = 6 ✔️ (Clue 6)
Step 2: Solve for Bertha (B)
Type of Reasoning: Substitution and Modular Arithmetic
Equation: B + F = 13 (Clue 3)
Goal: Solve for B.
Process:
- Substitute F = 6 into the equation:
B + 6 = 13
B = 13 - 6
B = 7
Verification:
- Modular Constraint:
- B mod 3 = 1: 7 mod 3 = 1 ✔️ (Clue 2)
- Order Constraint:
- E = 1 < B = 7 ✔️ (Clue 5)
Step 3: Solve for Leo (L)
Type of Reasoning: Division and Modular Arithmetic
Equation: F × L = 30 (Clue 9)
Goal: Solve for L.
Process:
- Substitute F = 6 into the equation:
6 × L = 30
L = 30 / 6
L = 5
Verification:
- Modular Constraint:
- L mod 3 = 2: 5 mod 3 = 2 ✔️ (Clue 1)
Visual Representation of the Reasoning Process
- Start with Equations Involving F and E (Clues 4 and 10):
- Equations:
- Reasoning: Use Algebraic Manipulation to solve for F and E.
- Solve for F:
- Calculation:
- Add the two equations: (E + F) + (F - E) = 7 + 5
- Simplify: 2F = 12
- Solve: F = 6
- Reasoning: Algebraic Manipulation.
- Solve for E:
- Calculation:
- Substitute F = 6 into E + F = 7
- Solve: E = 1
- Reasoning: Substitution.
- Verify Parity and Order Constraints for E and F (Clues 6, 7, 8):
- E is odd: 1 mod 2 = 1 ✔️
- F is even: 6 mod 2 = 0 ✔️
- E < F: 1 < 6 ✔️
- Reasoning: Verification through Modular Arithmetic and Logical Comparison.
- Solve for B (Clue 3):
- Calculation: B = 13 - F = 13 - 6 = 7
- Reasoning: Substitution and Simplification.
- Verify Modular and Order Constraints for B (Clues 2 and 5):
- B mod 3 = 1: 7 mod 3 = 1 ✔️
- E < B: 1 < 7 ✔️
- Reasoning: Modular Arithmetic and Logical Comparison.
- Solve for L (Clue 9):
- Calculation: L = 30 / F = 30 / 6 = 5
- Reasoning: Division and Simplification.
- Verify Modular Constraint for L (Clue 1):
- L mod 3 = 2: 5 mod 3 = 2 ✔️
- Reasoning: Modular Arithmetic.
- Comprehensive Verification of All Clues:
- Ensure that all values satisfy their respective constraints.
- Reasoning: Logical Elimination and Confirmation.
Emphasizing the Complexity and Depth of Reasoning
This puzzle is challenging due to the interdependent relationships between the variables and the multiple constraints that must be satisfied simultaneously. Let's highlight the complexities:
- Interconnected Variables:
- The values of E, F, B, and L are all interconnected.
- Changing one value affects the others, requiring careful balancing.
- Multiple Constraint Types:
- Arithmetic Equations: Sum and product constraints.
- Modular Constraints: Remainders when divided by specific numbers.
- Inequalities: Order relationships between the numbers.
- Parity Constraints: Whether numbers are odd or even.
- Logical Reasoning Required:
- Algebraic Manipulation: To solve equations and find exact values.
- Deduction: Inferring values based on given relationships.
- Modular Arithmetic: Understanding remainders and their implications.
- Elimination: Systematically ruling out invalid possibilities.
- Verification at Each Step:
- After finding tentative values, each must be verified against all applicable clues.
- This prevents logical fallacies and ensures consistency.
- Potential for Missteps:
- Small errors in calculation or oversight of a constraint can lead to incorrect conclusions.
- Requires meticulous attention to detail.
Alternative Paths and Considerations
To further illustrate the complexity, let's consider what would happen if we made different initial assumptions.
Alternative Step 1: Assume Different Values for F and E
Suppose we tried different combinations of E and F that satisfy E + F = 7 and F - E = 5:
- Possible Values:
- E = 1, F = 6 ✔️
- E = 2, F = 5 (But F - E = 3 ≠ 5) ✖️
- E = 0, F = 7 (But E mod 2 = 0, violating Clue 7) ✖️
Conclusion: Only E = 1 and F = 6 satisfy both equations and the parity constraints.
Potential Miscalculations
If we incorrectly calculated F or E:
- Incorrect Calculation:
- Suppose F = 5 and E = 2.
- Verification:
- E + F = 2 + 5 = 7 ✔️
- F - E = 5 - 2 = 3 ≠ 5 ✖️ (Violates Clue 10)
- Parity Check:
- E = 2 is even, violating E mod 2 = 1 ✖️
Conclusion: This path leads to contradictions.
Final Answer
After a detailed and meticulous reasoning process, considering all clues and constraints, we conclude that:
Leo has the number 5.
Reflection on the Problem's Difficulty
This problem is challenging due to:
- Multiple Variables and Constraints: Each clue adds a layer of complexity, requiring the solver to juggle several pieces of information simultaneously.
- Interdependency of Clues: Solving one part of the puzzle depends on correctly interpreting and applying other clues.
- Need for Systematic Approach: Randomly guessing values is inefficient; a structured method is essential.
- Attention to Detail: Overlooking a single clue or misapplying a constraint can derail the entire solution.
- Mathematical Concepts Involved:
- Algebra: Solving equations and manipulating expressions.
- Number Theory: Understanding modular arithmetic and remainders.
- Logic: Deductive reasoning and elimination of impossibilities.
Concluding Remarks
The depth of reasoning required for this puzzle showcases the importance of a systematic and thorough approach in problem-solving. By carefully applying mathematical concepts and logical reasoning, we can unravel complex problems step by step. This puzzle serves as an excellent exercise in critical thinking, attention to detail, and the application of various mathematical principles in a real-world context.
