AI Adoption In Government: Navigating Challenges And Opportunities

Secure and Compliant AI for Governments

Currently, the EO provides an alarming lack of repercussions to those who don’t follow the guidelines. There is also little clarity on how the rules will be enforced — especially compared to the European Union AI Act, which enforces significant fines for those failing to meet standards. Likewise, the government of Dubai uses an AI assistant RAMMAS that guides citizens regarding bill payment, application tracking, and job applications. For instance, the US Army recruitment website uses a virtual assistant, SGT STAR, that has so far answered over 10 million public queries.

Further, given the success of learning, which often captures patterns and relations that could not be designed manually by human model designers, many if not most systems will rely heavily on learned features, and be vulnerable to attacks. While these security steps will be a necessary component of defending against AI attacks, they do not come without cost. From a societal standpoint, one point of contention is that some of these security precautions will require a trade-off against other important considerations, such as ensuring that AI systems are fair, unbiased, and trustworthy. Many of the methods to verify these properties rely on openly publishing datasets, methods, models, and APIs to the systems. However, these exact actions double as a list of worst practices in terms of protecting against AI attacks.

Artificial Intelligence (AI)

Unlike the more high-level guidance detailed in the AI Bill of Rights, the Artificial Intelligence Act more carefully defines what kinds of AI activities should be allowed, which ones will be highly regulated, and what will be fully restricted based on having an unacceptable amount of risk. For example, activities that would be illegal under the AI Act include having AI negatively manipulate children, such as an AI-powered toy that encourages bad behavior. Anything that uses AI to score or classify people based on personal characteristics, socio-economic status or behavior would also be illegal. For example, NASA and the National Oceanic and Atmospheric Administration recently tasked AI with predicting potentially deadly solar storms, and the AI is now able to give warnings about those events up to 30 minutes before a storm even forms on the surface of the sun. And in November, emergency managers from around the country will meet to discuss tasking AI with predicting storms and other natural disasters that originate right here on Earth, potentially giving more time for evacuations or preparations and possibly saving a lot of lives. Meanwhile, over in the military, unmanned aerial vehicles and drones are being paired up with AI in order to help generate better situational awareness, or even to fight on the battlefields of tomorrow, keeping humans out of harm’s way as much as possible.

By utilizing 6clicks’ report generator, you can automate the creation of audit and assessment reports, saving significant time and reducing manual effort. Define audit report templates, everything from layout to style, integrate data sources and automate data retrieval, streamlining the entire audit report creation process and ensuring best practice and repeatability every time. Using email and spreadsheets for audit processes presents challenges such as version control issues, limited collaboration, data security concerns, the lack of audit trail, potential data entry errors, resource intensiveness, and overall inefficiency. The Seattle-based company will announce on Tuesday that it has enabled access to open source AI model Llama-2 via the Azure Machine Learning catalog in Azure Government. The company recognizes that “some mission requirements benefit from smaller generative AI models” in addition to its own OpenAI models.

Make your government content inclusive, multilingual and secure with AI-Media

Testing and evaluations, including post-deployment performance monitoring, will help ensure that AI systems function as intended, are resilient against misuse or dangerous modifications, are ethically developed and operated in a secure manner, and are compliant with applicable Federal laws and policies. Finally, my Administration will help develop effective labeling and content provenance mechanisms, so that Americans are able to determine when content is generated using AI and when it is not. These actions will provide a vital foundation for an approach that addresses AI’s risks without unduly reducing its benefits. As enterprises confront new threats across their supply chain, including those potentially posed by AI, a complex web of global regulations has struggled to keep pace. In our view, an effective cybersecurity strategy, across the supply chain, requires adoption of consistent standards, workload and data protection, and governance, aided by robust technology solutions.

Why is artificial intelligence important in government?

By harnessing the power of AI, government agencies can gain valuable insights from vast amounts of data, helping them make informed and evidence-based decisions. AI-driven data analysis allows government officials to analyze complex data sets quickly and efficiently.

The criteria for model oversight are based on technical thresholds, specifically 1e26 floating point operations (FLOP), which is roughly 5x the training compute used for GPT-4. To put this in perspective, you’d need nearly 6 billion Excel worksheets, with 17 billion calculations per sheet, to match this level of computing power. Government intervention requires a high bar of evidence, so understanding the scientific basis is critical – as it is with the physics underlying uranium regulation.

Organization for Economic Cooperation and Development

This includes being cautious about providing sensitive details such as bank verification numbers, or social security numbers, or financial information unless necessary. It is appropriate to remember that once data is shared, it can be difficult to control how it is used or who gets access to it. First in our thought trail is unapproved access or abuse of sensitive information for selfish purposes.


Secure and Compliant AI for Governments

Read more about Secure and Compliant AI for Governments here.

How can AI help with defense?

It can streamline operations, enhance decision-making and increase the accuracy and effectiveness of military missions. Drones and autonomous vehicles can perform missions that are dangerous or impossible for humans. AI-powered analytics can provide strategic advantages by predicting and identifying threats.

How is AI being used in national security?

AI research is underway in the fields of intelligence collection and analysis, logistics, cyber operations, information operations, command and control, and in a variety of semiautonomous and autonomous vehicles. Already, AI has been incorporated into military operations in Iraq and Syria.

What are the issues with governance in AI?

Some of the key challenges regulators and companies will have to contend with include addressing ethical concerns (bias and discrimination), limiting misuse, managing data privacy and copyright protection, and ensuring the transparency and explainability of complex algorithms.

  • Facebook
  • Twitter
Rating 3.00 out of 5
[?]