Deep Truths about Deep Fake AI: There is No ML/DL but Statistical Models and Predictive Analytics Techniques
There is NO AI, ML, DL but Man-Machine Hyperintelligence...
Every human mind, including the so-called AI researchers and developers, data scientists and engineers should know the ABC of Machine Intelligence that
there are No ML Algorithms but Statistical Models and Predictive Analytics Techniques, as classification and regression models, performed with three main types of techniques:
Regression analysis
Decision trees
Neural networks, pattern matching engine, determining nonlinear relationships in datasets, especially when no known mathematical formula exists to analyze the data validating the results of decision trees and regression models.
the process of using big data to forecast future outcomes, using data analysis and statistical models to find data patterns that might predict future behavior.
One uses predictive models to identify correlations between different elements in sample datasets for any selected tasks. Once data collection is complete, a statistical model is formulated, trained, and modified to compute interpolations as if generating predictions.
Predictive analytics can be used for almost any business or industry, including banking, retail, utilities, public sector, healthcare, and manufacturing.
The Tech Trend That Defines Our Future
2024 was a big technology year, with significant technological advancements poised to change how we live, study, work, communicate and explore.
New developments in advanced artificial intelligence, machine learning, large language models, immersive experiences, supercomputing, 5-6 G communication, advanced robotics and space technology highlighted how the world is transforming.
The biggest technology trend of 2025 and beyond is the beginning of the end-to-end socio-technological convergence as man-machine hyperintelligence hyperautomation (MMHH), led by Machine Intelligence and Learning (MIL), Agentic AI and Multimodal Large Language Models (MLLMs):
Man-Machine Hyperintelligence = MIL + Universal Computable Ontology + HyperComputation + AI + ML + LLMs + Web Agents + Robotics + ...Human Intelligence
Man-Machine Hyperintelligence Hyperautomation (MMHH)=
Global Computation Infrastructure +
the Internet + the Web +
Cloud Computing + Social Networks + Social Media Platforms +
5G + 6G + Quantum Telecommunication +
the Extended Reality/Omniverse/the Multiverse/the Metaverse +
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Universal Computable Ontology +
AI Models + ML Algorithms + Deep NNs + Gen AI Models + LLMs +
Web Agents + Agentic AI +
Brain-Computer Interfaces +
Edge Computing (smart edge devices, smart phones, Internet of Things (IoT) devices, point of sales (POS) systems, sensors, robots, self-driving vehicles, drones, smart glasses, smart industry, smart cities, etc.)
Digital Twins + Blockchain +
AI Automation and Cyber-Physical Systems +
Advanced Robotics+ Automation Transformed Industries
Sustainable Green Technology +
Emerging Technologies (NBIC) +
Quantum Computing +
Space Technology +
HyperIntelligent HyperAutomation +
Human Intelligence +...
MMHH
General-purpose internet/web agents could be among the next true “killer app” in consumer MI automating the human-web interactions.
Whenever you need to manage a subscription, pay a bill, schedule a doctor’s appointment, order something on Amazon, make a restaurant reservation, or complete any other tedious online task, you can simply instruct an MI assistant to do so on your behalf.
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