General Services Administration (GSA): AI Acquisition Clause

The General Services Administration (GSA) has introduced a new rule to provide guidance for government contracts involving artificial intelligence, especially large language models (LLMs). The AI Acquisition Clause demonstrates how AI is becoming important in government procurement. This rule also highlights the need for clear regulations regarding LLMs and individuals managing AI-related government contracts. Implementation of the AI Acquisition Clause will affect the use of AI models by proposal management teams.

AI Acquisition Clause: Government Contracts

The AI Acquisition Clause is designed to ensure that contracts and work orders involving AI systems, especially those using large language models—follow clear guidelines regarding transparency, data handling and the ethical use of AI. The rule applies to all contractors providing AI services or products to the government. The AI Acquisition Clause includes LLM developers who create the models, system operators who manage the systems, system integrators who connect AI with other systems and service providers who offer AI as a service.

Key elements of the clause include:

Use standard computer formats to ensure data compatibility
Use documented APIs to easily connect and manage systems
Guidelines for keeping government data secure
Fair AI guidelines to prevent unfair treatment and use
Free AI model access to government agencies for legal purposes
Clear guidelines for contractors on using AI and managing data
Government to address issues in AI systems

The AI Acquisition Clause maintains a balance between advancements and responsibility. The clause ensures AI tools function within government regulations.

Proposal Management: The AI Acquisition Clause

Teams bidding on government AI contracts must review the AI Acquisition Clause and incorporate in their proposals process. Here are some simple steps to follow:

Ensure implemented AI systems comply with the GSA AI Acquisition Clause
Review compliance with applicable GSA documentation regulations
Review the AI systems' license terms

These points help proposals with GSA regulations and increases the chances of winning a contract.

LLM Developers & Service Providers

LLM developers need to explain their models and provide tools that enable government users to understand and control how the AI operates. This transparency helps agencies verify AI outcomes align with their objectives and adhere to ethical guidelines.

Those who develop and manage LLMs must safeguard sensitive government information from unauthorized access or misuse. This includes encryption, access controls and audit trails. Developers must ensure AI systems follow fair rules to minimize the risk of unfair or harmful outcomes.

LLM service providers that offer AI features through cloud or platforms must grant the government a free, non-exclusive license to use AI-generated content for official purposes. This license allows government agencies to use AI results, without any additional costs or restrictions.

Standard Machine-Readable Formats & Documented APIs

An important part of the AI Acquisition Clause is that the clause requires the use of standard, computer-friendly formats and clear instructions for how programs communicate with each other. These rules help government agencies to:

Integrate AI results with existing systems.
Enable fast and easy data processing and analysis
Review AI results and rules
Review and evaluate AI behavior

A system integrator might use APIs to connect a language model to a government database. This helps ensure the answers are accurate and up to date. Standard formats facilitate data sharing and reduce the cost of integrating systems.

Server room supporting AI infrastructure

Safeguards & Ethical AI Use

The clause establishes rules to protect government data and ensure that AI is used fairly. Contractors must follow:

Secure storage of encrypted data
Access rules that restrict who can use or modify AI systems
Regular checks to identify and correct errors or biases
Clear and easy-to-understand reports explaining how AI makes decisions

These measures prevent the misuse of private information and ensure that AI is fair to everyone. The government can require remedies when AI causes harm or violates regulations.

AI Acquisition Clause: Final Thoughts

The GSA’s new AI rule gives clear steps for government contracts with LLM and AI services. The AI Acquisition Clause requires developers, operators, integrators and service providers to focus on transparency, protecting data and the ethical use of AI. Proposal professionals must follow government standards and support responsible AI use to continue contract acquisition.

Proposal management professionals must implement the AI Acquisition Clause to address government requirements and ensure the responsible use of AI. Proposal teams should review their AI products, update the documentation and prepare to demonstrate compliance with the new regulations in upcoming government submissions.