By David Hutchins and Emily Wolfteich, Senior Industry Analysts at Government Business Council
What is Generative AI?
Generative AI is different from “traditional” AI in a few key ways. “Traditional” AI, things we think of as useful for automation or data analytics, is limited by rules and patterns that tell it what to do. Generative AI, on the other hand, learns from enormous reserves of data and algorithms to create new content that resembles something a human would write or create – think ChatGPT or AI-generated art. It does this by using neural networks similar to those the human brain uses to build its own patterns of thinking and understanding relationships, This allows the program to learn and train relatively unsupervised through the model’s unlabeled data pool. Generative AI can trawl through terabytes of data quickly and provide summaries and some analysis; it can respond to questions or provide suggestions based on what it’s learned; and it can theoretically quickly respond to cybersecurity threats or anomalies from surveillance equipment. For the military, where rapid analysis can make crucial differences, this “brain” that never gets tired could be a powerful tool.
What are the risks/challenges?
What is Task Force Lima?
Under the direction of DoD CDO Craig Martell, Task Force Lima will assess, synchronize, and employ generative AI capabilities across the DoD. At the same time, Task Force Lima must ensure the Department is able to design, deploy, and use generative AI technologies responsibly and securely. Task Force Lima will also be responsible for providing guidance and recommendations to policy-making bodies related to generative AI.
How will the DOD use Task Force Lima?
Generative AI could prove especially useful in the category of administrative operations. Effectively processing the enormous amount of data held by the DoD can be extremely time-consuming and has been an operational challenge for the department. A well-trained generative AI could be used to rapidly locate files and data, filter and select the most valuable information, respond to questions, and provide text summaries of lengthy documents.
Generative AI can also group information from various datasets and quickly identify patterns. This allows military personnel to draw more accurate conclusions and create response plans based on a more complete picture of a situation. Generative AI can also provide military personnel with a more detailed understanding of an area of operation by collecting and analyzing reports, documents, news, and other information sources. Ultimately, the DoD hopes to use the rapid analytical abilities of generative AI to augment decision-makers, especially in high-stress situations where quick response times are essential.
While the risks are currently still too high for AI to direct any kinetic warfare (i.e. autonomous firepower), this could very well be the DoD’s goal on the horizon. As autonomous and semi-autonomous systems become increasingly present in the U.S. military, generative AI may one day be used to inform the decision of these systems.
Generative AI, although still relatively new in its development, could one day benefit nearly every aspect of military operations. From logistics to medical care, from training personnel to guiding autonomous systems, AI will be integral to the future of military operations, logistics, and decision-making. Task Force Lima’s cautious but curious approach is an important step in the U.S. military’s utilization of AI and a critical effort in keeping pace with potential adversaries. Despite its challenges, the DOD must keep pace with developments in AI, or risk losing its technological edge.