Data Science & AI-Engineering research-&-production lab since 2018, creating quant-models and converting them to production-ready code. The future is ai70000.
ALGORITHMS: TWA-RD (Fraud-Detector v2.0) by ai70000, Ltd is the world's first Fraud-Detection-System that learns faster than organized-crime fraud-rings adapt. TWA-RD tightens automatically around high-risk merchants, and quietly kills every rule criminals have already learned and beaten. Fight back and win the battle to i.d. fraud before your company is targeted. TWA-RD is the new frontier in financial-fraud-detection.
AGI-ENGINEERING: ai2agi v2.0 is POC proof-of-concept AGI-architecture integrating five components — e_G, e_R, ai_LLM, DTB, and CV_Adapt — unified tensor's outputting AGI-DNA (T_AGI). Instantiated in Scripture infused computational neuroscience, multi-quotient generalization, sequential causal reasoning, and live LLM inference into cv_adapt end-to-end pipeline. How we go from AI to AGI = ai2agi.
SPORTS-ANALYTICS: StrikeZoneIQ v2.0 is advanced predictive analytics that quantifies residual umpire bias in MLB’s new ABS (Automated Ball-Strike) era and converts it into actionable betting-market signals. By modeling challenge dynamics, team efficiency, and environmental factors, it uncovers hidden pricing inefficiencies in run totals markets (over / under) and delivers quant-edge for analysts, bettors, market maker's, umpire-training, and professional sports-teams.
SOFTWARE-ENGINEERING: StrikeZoneIQ is an MLB over/under forecasting engine engineered for the new ABS Challenge era, delivering coordinate-divergence residual-bias across 938 games,and inefficiency-flags on opening-line odds-divergence. The quant-model is deployable via authenticated API or institutional dashboard for over/under runs predictions. (By request from institutional-email address only, not for personal / retail access.)
AGI-ENGINEERING: The Five Public-Domain AGI Frameworks mathematically reduces Situational Awareness, OpenAI, DeepMind, OpenCog Hyperon, and ai2agi into their top-10 concepts, with glossary, transforming the dominant public-domain AGI doctrines into a single reference. Computed and developed by ai70000, Ltd., the framework provides math for understanding the engine, scaling, agency, hybrid-cognition, and cognitive-topology with runtime, on the journey from AI to AGI.
Latest Projects
Developed innovative AI algorithms for predictive analytics in the finance sector.
ONGOING PROJECTS:
AI-Prompt Engineering in 60-minutes.
Blockchain guiderails for AI.
Big-box retail revenue forecasting model.
Facial recognition system with low bias. (INVITATION ONLY)
VAR-model time-series analysis for short term BTC price action.
Diabetes predictor.
Grad-school admissions predictor sorted by institution.
GAS-4-GDP Data-Model
Google-Trend-Index(GTI)-4-GDP (16-parameter proprietary-index 22 bps more accurate than GDP-now.)


Ongoing Projects
ALPHA: Proprietary commodity-price indices. (INVITATION ONLY)
BETA: Partnering with research institutions to develop Data-Science and AI models for proprietary indices.
proprietary-indices for near-term WTI price-forecasts....
and you may ask yourself, "Well, how did I get here?" (D. Byrne, et. al. 1980) Just as Abraham was father of the Jews, father of faith for the Christians, and the Light and Savior of the world Jesus Christ,...so too Word2Vec (from the long-ago year 2010 in AI-LLM time,) father of the ai_LLM....a trip down 2020 memory lane follows below (with source-code at the intersection of python, TensorFlow, Word2Vec, and Natural-Language-Processing (NLP)....the evolutionary-root which led to Transfomer which grew to GPT-3.5 (OpenAI,) and other multi-trillion token LLM's...may it all help to end needless suffering and lead to greater peace and understanding. same as it ever was, same as it ever was,
it's all about FLopS...DLA's for AI-models...
introducing: Adaptive-Hybrid-Development (AHD) software-development...
why AI needs DLA's...to go from AI to AGI...
AI-ENGINEERING: The ai2agi framework is a next-gen AGI blueprint integrating enhanced-generalization, enhanced-reasoning, LLM's, and a digital twin brain into a unified tensor architecture, fed into our proprietary cv_adapt which outputs AGI-DNA. By combining neuroscience, machine learning, and multi-component AI systems, it defines a scalable pathway from narrow AI to true AGI, (artificial general intelligence / ai2agi.)
DATA-SCIENCE: world's first fully-automated program calculates Normalization / DeNormalization / Indexing database-schema...enter database-URL... DeNode.US by ai70000 Ltd., outputs SQL commands...your database is instantly optimized for highest data-integrity, data-security, fastest speed...
AI-ENGINEERING: 1-hr viral google-ads campaign ai70000, Ltd... created for ItzJustUs, faith-based t-shirts co... entire viral campaign created, launched, and sold-out in 1-hr start to finish...what can ai70000 create for you?...
DATA-SCIENCE: DeepTrain.US is an advanced generative-simulation platform that models real-world industries—from finance and legal tech to healthcare —enabling forecasting, and optimization at scale. Powered by next-gen AI, it delivers domain-specific simulations and strategy for high-stakes op's and analytics.
AI-ENGINEERING: Shadow Law Quotient (SLQ) We created the Legal Singularity Index LSI, and the Global Entropy Index GEI which their combined output = SLQ,...the mathematical proof that private corporate AI-networks set legal-precedent 5 years before any public court. Our Quant-Model index SQL determines that 21% sovereignty is already captured. The public judiciary is now often a trailing indicator of legal reality. The velocity is increasing.
DATA-SCIENCE: How you could have earned 131% in 100 trading-days investing in Intel (INTC)...our second real-world use-case of the ai70000, Ltd. SEC Edgar Extractor-Analyzer, which blends data-science & gaap-accounting-analysis, developed in 2024 and launched in 2025.




































