An Explicit Description of Artificial Intelligence and Machine Learning by Steve Blank

Artificial Intelligence: A Game Changer for Commercial and Defense

Artificial Intelligence (AI) and Machine Learning (ML) are disrupting traditional computing technologies. Advances in AI and ML are helping to solve problems, make decisions, and perform tasks that have previously required humans. The hype around these technologies is no longer just hype; it is now a reality. Many countries and companies have realized the potential of AI and are investing in it massively. This article will discuss the impact of AI and how it is changing commercial and defense sectors.

The Role of Artificial Intelligence in Defense

The Department of Defense has created a dedicated organization, the Joint Artificial Intelligence Center (JAIC), to implement and accelerate the use of AI across the Department. The JAIC provides infrastructure, tools, and technical expertise to help Defense personnel build and deploy their AI-accelerated projects. The use of AI in defense is a game-changer as it can potentially change the balance of military power.

We’re in the Middle of a Revolution

AI and ML will transform businesses and government agencies. Private capital investment in AI startups has already reached hundreds of billions of dollars worldwide. The race for AI dominance is on, and the U.S. Department of Defense is already leading the charge.

What is Artificial Intelligence?

AI is not a single technology but a constellation of different technologies. It is a catch-all term used to describe “Intelligent machines” that perform tasks requiring human intervention. Machine Learning is a subfield of AI that combines data with algorithms to train a model capable of making predictions on new data or decision-making processes without explicit programming. Deep learning/neural nets is a subfield of Machine Learning, providing the backbone for the training of machine learning models.

New Words to Define Old Things

AI/ML has created its own vocabulary of new words to define programming steps, job descriptions, development tools, etc. Data Science is a new field of computer science concerned with maintaining datasets and deriving meaning out of them.

Why is Machine Learning Possible Now?

AI/Machine Learning is possible today because of the vast amounts of data that are available to developers. Rather than programming an algorithm to do a task, developers can train a computer to learn from vast amounts of data. The availability of specialized processing units for machine learning, such as GPUs, has also promoted its use.

The Future of Artificial Intelligence

There are limitless possibilities regarding AI’s future, and it’s impossible to predict all the ways in which it will impact our daily life. One thing is sure: AI is here to stay, and its impact will only increase.


AI and Machine Learning are game-changers that will transform both commercial and defense sectors. The U.S. Department of Defense has created a dedicated agency to ensure that AI is implemented across the entire Department. AI technologies bring new applications, algorithms, computer architectures, hardware, and software developers, contributing to the evolution of computing technologies. The future of AI and its impact on society is limitless, and the race to AI dominance is on.

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