AI in Texas

Government

• Texas Responsible Artificial Intelligence Governance Act (HB 149)

  The statute that governs AI across Texas. Its structure is worth understanding before its prohibitions: enforcement sits exclusively with the Attorney General rather than with a private right of action, and the affirmative defence turns on discovering a violation through an internal review process that substantially complies with a NIST framework. That combination means the operative compliance question in Texas is evidentiary — can you show the process found it — rather than a matter of certification or registration.

  Source: Texas Legislature (89th Regular Session) · verified August 2026

• Texas DIR AI code of ethics for state and local government

  DIR is required to establish an AI code of ethics for use by state agencies and local governments, with guidance aligned to the NIST AI Risk Management Framework, and those entities are required to adopt it. This is the mechanism by which a federal voluntary framework becomes a binding expectation for a Texas county — a chain of derivation worth tracing, because organisations frequently treat NIST alignment as optional here when in practice it arrives through state rule.

  Source: Texas Legislature / Texas DIR · verified August 2026

• Standardised AI disclosure notice for public bodies

  DIR has developed a standardised notice that state agencies and local government entities must display when an AI system is public-facing or is a controlling factor in a consequential decision. The phrase "controlling factor in a consequential decision" is the load-bearing part and is where most disputes will land: a system that merely informs a decision is treated differently from one that determines it, and that boundary is a judgement each entity has to document.

  Source: Texas Legislature / Texas DIR · verified August 2026

• Texas AI Advisory Council and public sector advisory board

  Texas appointed an Artificial Intelligence Advisory Council to study the use of AI in state government, and a public sector AI systems advisory board assists agencies with development, deployment and use. For organisations tracking where Texas AI policy moves next, these bodies are the leading indicator — statutory change here has tended to follow their work rather than precede it.

  Source: Texas Department of Information Resources · verified August 2026

Training

• Statewide AI Awareness Training programme

  Texas requires state and local government employees and officials to complete a certified AI awareness training programme, with DIR as the certifying authority. The certification requirement is the significant detail: it converts AI training from an open market into a gated one, and it gives any Texas public body a single question to ask a training vendor that most cannot answer affirmatively.

  Source: Texas Department of Information Resources · verified August 2026

• Texas DIR Artificial Intelligence User Group

  DIR runs an AI user group under its strategic digital services programme, giving Texas public-sector practitioners a forum that is not vendor-convened. In a field where most available guidance is published by companies selling mitigation, a peer forum run by the certifying authority is a materially different source, and it is open to entities across the state rather than to one metro.

  Source: Texas Department of Information Resources · verified August 2026

• Which Texas metro trains what — a placement guide

  The four metros produce different graduates. San Antonio has the largest formal AI and cyber teaching capacity at eleven undergraduate and twelve graduate programmes in one college. Austin produces researchers accustomed to interdisciplinary and ethics-adjacent work. Dallas–Fort Worth trains for applied industry partnership. Houston skews toward health and computational science. Recruiting against that difference is more reliable than recruiting against institutional reputation.

  Source: Texas Public Radio · verified August 2026

• Municipal AI governance models available to copy in Texas

  Texas cities have taken four distinguishable approaches, all documented publicly. Fort Worth audited its own use and published the findings. Austin negotiated worker protections into policy and required human review with disclosure. San Antonio extended an existing acceptable-use directive and joined a multi-government coalition. Harris County issued county-wide guidelines binding contractors as well as staff. A Texas public body drafting its first policy has four working precedents rather than a blank page.

  Source: City of Fort Worth Department of Internal Audit · verified August 2026

Organization

• Texas metro AI capacity — where the work actually is

  The state's AI research and workforce capacity is concentrated in four metros with genuinely different characters: Houston has the county-level policy and health research, Austin has the most contested municipal politics and the largest responsible-AI research programme, San Antonio has made the largest teaching investment through UTSA's College of AI, Cyber and Computing, and Fort Worth has the best-documented municipal governance of the four. An organisation choosing where to recruit or partner should start from that difference rather than from headcount.

  Source: Texas Economic Development Corporation · verified August 2026

• Texas generative AI computing cluster — UT Austin

  UT Austin announced a Texas centre building a generative AI computing cluster described as among the largest of its kind. Compute is the constraint that decides which research questions a state can even ask, so for the purposes of a statewide map this is the single most consequential piece of AI infrastructure in Texas — everything else in this list depends on somebody having capacity of this kind within reach.

  Source: UT Austin News · verified August 2026

• Where to go for responsible-AI research: Austin

  If the question is how to deploy AI defensibly rather than how to build it, Austin is the state answer. UT Austin runs the longest-funded responsible-AI programme in Texas and partners with the NIST AI Safety Institute and the City of Austin, meaning its output has been tested against a real municipal deployment rather than only peer review. Choose Austin when the deliverable is a governance position you will have to defend.

  Source: UT Austin, Bridging Barriers · verified August 2026

• Where to go for AI and security talent: San Antonio

  San Antonio is where Texas trains AI and cyber people at volume. UTSA consolidated four departments into a single college in 2025 and placed it downtown among defence and government employers. Choose San Antonio when the problem is hiring rather than researching, particularly where AI and security requirements overlap — no other Texas metro has concentrated both in one faculty.

  Source: Government Technology · verified August 2026

• Where to go for industry partnership: Dallas–Fort Worth

  The metroplex hosts the state research centres built explicitly around commercial partnership. UT Dallas operates one centre chartered to form ongoing R&D relationships with metroplex companies and a newer institute spanning theory through applications, while TCU has put high-performance AI computing in the hands of every student and faculty member. Choose DFW when the objective is applied joint work with a named commercial deliverable.

  Source: The Frisco News · verified August 2026

• Where to go for health and urban AI: Houston

  Houston concentrates AI research aimed at health and urban systems, through an institute of more than 250 faculty working with the Texas Medical Center and the City of Houston, and a university inside the federal AI safety consortium. It is also the only one of these metros whose county has adopted binding AI guidelines. Choose Houston when the domain is clinical, environmental or municipal.

  Source: Government Technology · verified August 2026

Other TX markets

• Houston, Texas
• Dallas, Texas
• Austin, Texas
• San Antonio, Texas
• Fort Worth, Texas
• El Paso, Texas
• Arlington, Texas
• Corpus Christi, Texas
• Plano, Texas
• Lubbock, Texas
• Laredo, Texas
• Irving, Texas
• Garland, Texas
• Frisco, Texas
• McKinney, Texas
• Amarillo, Texas
• Grand Prairie, Texas
• Brownsville, Texas
• Killeen, Texas
• Pasadena, Texas
• Mesquite, Texas
• Denton, Texas
• McAllen, Texas
• Waco, Texas
• Midland, Texas
• Carrollton, Texas
• Lewisville, Texas
• Abilene, Texas
• Pearland, Texas
• Round Rock, Texas
• College Station, Texas
• Richardson, Texas
• The Woodlands, Texas
• League City, Texas
• Odessa, Texas
• Beaumont, Texas
• Sugar Land, Texas
• Tyler, Texas
• Allen, Texas
• Edinburg, Texas
• Wichita Falls, Texas

Questions about AI in Texas

Guides that apply anywhere, including Texas

The rules differ by place; the questions to ask do not.

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