About Us
In 2000, Thomas Kören, MS, ScD and Peter Gray, MS, ScD, both graduates from MIT's Computational Data Optimization (CDO) master's program and Computational Science and Engineering (CSE) doctoral program, embarked on a collaborative research project focused on deterministic statistical models enhanced by artificial intelligence algorithms. To introduce an element of randomness within their Cardano probability space, they frequently incorporated lottery draws into their mathematical models. After two years of rigorous research and observation, their efforts culminated in a groundbreaking discovery: the apparent non-existence of true randomness.
Intrigued by the persistent patterns in their models, Kören and Gray traced the source to the lottery data itself. Initially suspecting data contamination or manipulation, they sourced lottery data from diverse global lotteries, only to find consistent patterns each and every time. This unexpected consistency led them to apply their advanced AI algorithms to isolate these patterns within the lottery data. Despite their AI's sophistication, it lacked the necessary power to fully uncover this phenomenon.
Undeterred, Kören and Gray dedicated themselves to developing a cutting-edge AI neural network capable of identifying, replicating, and predicting these patterns. After another two years of intense development, they succeeded in 2004 with the creation of the NeuralAnalyzer i7000 lottery system. This sophisticated system, reserved for their research purposes, demonstrated that seemingly random processes like lotteries possess a detectable "memory".
By 2006, facing dwindling research funds, Thomas and Peter accepted positions at a multinational firm in Mexico. Relocating to Mexico City, they continued their research part-time while fulfilling their new professional roles. In 2008, after extensive upgrades and refinements to the NeuralAnalyzer i7000, their efforts paid off spectacularly. In the summer of 2009, their system secured a jackpot in Mexico's Melate 6/56 lottery, earning them over US$3.7 million. Their success persisted, and by April 2012, their winnings exceeded US$4.9 million from over 540 lottery hits.
With a renewed research budget, Dr. Thomas Kören and Dr. Peter Gray set out to definitively prove that inherent patterns exist in every lottery, negating the concept of pure randomness. They spent the next four years perfecting their AI neural network model. Their diligence culminated in an unprecedented breakthrough: the first generation NeuralReality AI Engine, a neural network that boasted 256 cores, 4 NVIDIA Tesla K40 GPUs, and 21.87 TeraFLOPs of processing power. This advanced system, which featured over 1 million active neurons and data from 170 global lotteries, enabled Thomas and Peter to earn over US$38.6 million in a single month.
This remarkable achievement led to the launch of neural-lotto.net.
Today, Neural-Lotto stands as a monument to three unique and unparalleled AI neural networks designed for advanced pattern analysis, offering unprecedented lottery predicting capabilities of unrivalled precision and accuracy to the general public for the first time. These technologies differ considerably in architecture, infrastructure, and operating principles, ranging from classical to quantum computing.
The first of them is the upgraded and significantly enhanced NeuralReality³ AI Engine (standard) processing infrastructure. It operates on a high-performance 64-bit ARMv8.2-A Scalable Vector Extension SIMD instruction set, featuring a 512-bit vector implementation architecture with Tensor Core GPUs. It includes 512 P/SDM, 128 search and discovery modes, 25 algorithms, and 24+ million neurons. Compared to 2018's KGA6, the current NeuralReality³ AI Engine is up to 3.4 times more powerful (217.62 vs. 63.74 TFLOPs). This system is ideal for data scientists, AI researchers, and lottery system enthusiasts, offering extensive (hyper)parameter user controls to cater to their technical requirements.
In contrast, the KGA7 Phaedra DAU processing system utilizes 4 nodes based on Fujitsu's DAU (Digital Annealing Unit) architecture, which features the world's first quantum-inspired digital technology. Each node comprises 4 DAU CPUs and 4+2 IBM Power10 hemispheric control CPUs, interconnected via PowerAXON. Unlike the NeuralReality³ AI Engine, the KGA7 Phaedra DAU requires minimal user adjustments, as it features 4 genetic self-evolving, self-adaptive hypercube-based geometric 4D deep learning AI reasoning units, employing both inductive and deductive methods.
Lastly, the KGA8 Phaethon Quantum processing system leverages IBM's Q System One 100+ qubit utility-scale quantum computer, soon to be joined by System Two, operating at full system capacity using the IBM Quantum Accelerator package. It also runs parallelly on the D-Wave 5th generation Advantage 5,000 qubit quantum computer. The results from both quantum systems are analyzed and combined to deliver the highest possible lottery prediction accuracy. The KGA8 Phaethon Quantum system is designed to require no user (hyper)parameter or variable settings, making it accessible and user-friendly for individuals without technical expertise.
At their core, all three Neural-Lotto lottery predictors are intelligent learning systems, embodying the fundamental principles of all neural networks. However, they stand unparalleled as the most advanced search, discovery, and pattern-seeking artificial intelligence deep multi-neural networks ever applied to lotteries. No other lottery prediction system in existence can match their capabilities. The more real-world lottery data and specific inputs these AI systems process, the more they enhance their learning, efficiency, and performance, setting benchmarks that are unmatched at any price.
Well then, what in the world are you waiting for to put these monumental systems to work for you?
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Full Timeline
March 2000
Founding
Thomas Kören and Peter Gray embark on a collaborative research endeavor focused on deterministic statistical simulated models, leveraging the assistance of artificial intelligence computer algorithms.
March 2000
January 2002
Non-Randomness
The non-existence of true randomness is established. Kören and Gray quickly isolate the origin of the pattern in their datasets.
August 2004
First Lottery Predictor
Construction of an advanced AI neural network capable of searching, generating, and replicating patterns, with the ultimate goal of accurately predicting future draws.
The NeuralAnalyzer i7000 is developed.
August 2004
July 2006
Research Lab in Mexico
Thomas and Peter are offered key positions in a multi-national firm. They move south and restart from there, setting up their research laboratory in Mexico City, continuing their work on a part-time basis.
September 2009
Jackpot Win
NeuralAnalyzer i7000 pulls in a jackpot hit in Mexico’s Melate 6/56 lottery with earnings over US$3.7 million.
September 2009
April 2012
Continued Success
Kören and Gray's winnings now total over US$4.9 million, with over 540 hits (Fourth, Third, Second and Jackpot hits combined).
April 2013
NeuralReality AI Engine
The first iteration of the NeuralReality AI Engine sees the light of day. Within a month, pulls for Thomas and Peter over US$38.6 million across lotteries worldwide.
April 2013
May 2013
Neural-Lotto
For the first time ever, Thomas and Peter's Neural-Lotto and the first generation of the NeuralReality AI Engine is made available to the general public.
February 2018
Experimental DAU Predictor
The first prototype, code-name "Prometheus" is developed at huge intellectual and financial expense and undergoes extensive trial runs.
February 2018
May 2019
Quantum Supremacy
With the IBM Q System One commercial quantum computer now available for general public use (lease), the first KGA8 prototype, code-named "Triton" is developed and tested.
October 2019
Kören-Gray Algorithm 6 v7 DAU
Work on KGA6v7 DAU moves forward at a quick pace. Initial test runs hit 3 jackpots in less than a month, with Drs. Kören and Gray literally pulling their hairs out for not actually buying the lottery tickets! General public pre-sale availability starts November 2019.
October 2019
December 2021
Second QPU Harnessed
Neural-Lotto moves swiftly to enlist the power of a second QPU: the D-Wave Advantage. The combined output gives "Triton" a massive performance and precision boost.
April 2024
NeuralReality³ AI Engine
The next generation NeuralReality³ AI Engine is completed after a substantial human effort and financial investment. After numerous trial runs and precision monitoring, it is made available to a select few, which will culminate in general public availability.
April 2024
May 2024
KGA7 Phaedra DAU
After 6 years, KGA7 Phaedra DAU is finally completed. Following extensive trial iterations and meticulous monitoring for precision, it is selectively released to a limited audience, leading to its eventual widespread availability to the general public by 2025.
June 2024
KGA8 Phaethon Quantum
KGA8 Phaethon Quantum is finally completed. After exhaustive trial runs and precision monitoring (and now using the Performance Update series), it is released to a select few, which will ultimately lead to general public availability within a year.
June 2024
July 2024
Breakthrough Algorithm
NLS scientists develop a groundbreaking quantum heuristic: FX/LSQUARE. Coupled with the KG v9 algorithm, exponentially improved lottery forecasting precision is immediately apparent, even though performance is largely hindered by using only 2 available QPUs.
September 2024
Third QPU Harnessed
Neural-Lotto takes a bold step forward by securing the Honeywell H2 trapped-ion QPU, further amplifying the power of the system. This addition significantly enhances KGA9's overall performance and precision, bringing its predictive capabilities to an entirely new level.
September 2024
October 2024
KGA9 King Midas
KG Capital Holdings kick-starts KGA9 King Midas, funding the initial round of learning iterations at huge financial cost. Initial observations place KGA9 ROI at 3x the performance of KGA8 Phaethon. Released to early investors globally, its public release ETA is set for 1Q 2026.