Video & Transcript Research : 'computing infrastructure'
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TX
Texas 89th Regular
Appropriations - S/C on Article III Feb 26th, 2025
Appropriations - S/C on Article III
Transcript Highlights:
- In some cases, such as UT Austin, it's supports research infrastructure, which has helped that campus
- Last summer the National Science Foundation selected UT Austin and the Texas Advanced Computing Center
- The university will leverage its current infrastructure and faculty expertise to drive advancements in
- The learnings from models like D.P. seek are that you can do more with, at times, less computing power
- This transdisciplinary college intentionally merges the disciplines of computer science. computer engineering
TX
Transcript Highlights:
- There was a breach of computer security systems. I would say it would...
- Infrastructure, and expecting that would be an act of terrorism.
- But if it's a computer breach, because we see some things where...
- If you, you know, if you've got a computer... That, you know, of a Starbucks corporation.
- He had a list in his apartment of the other critical infrastructure he intended to hit.
Keywords:
HCR 40, House Concurrent Resolution, Operation Lone Star, border security, southern border, Texas border, reimbursement, federal reimbursement, Congress, immigration, migrant crossings, illegal immigration, Texas National Guard, Department of Public Safety, DPS, human smuggling, cartel, fentanyl, border enforcement, public safety
AZ
Arizona 2026 Regular Session
01/22/2026 - House Artificial Intelligence & Innovation
Artificial Intelligence & Innovation
Transcript Highlights:
- computing and AI...
- As I was kind of alluding to, data centers and infrastructure, the data centers support the computing
- I want us to talk about workforce and infrastructure.
- They have computers compile data all the time about credit checks, and if they ding your credit score
- It's supposed to be a computer.
Summary:
The newly formed House Artificial Intelligence and Innovation Committee held its first meeting with member and staff introductions, followed by adoption of the committee rules. Staff explained that the rules mirror House rules, including the chair’s control of the agenda and testimony, and deadlines for amendments and agendas. The committee adopted the rules without objection.
The chair then delivered an extended presentation on artificial intelligence, describing AI as a rapidly evolving tool that is already affecting many sectors, including note-taking, media, healthcare, workforce, data centers, and semiconductor manufacturing. He emphasized both the opportunities and risks of AI, including misinformation, deepfakes, job displacement, privacy concerns, and potential misuse by governments, while also highlighting Arizona’s role in chip fabrication, infrastructure, and innovation. He said the committee would meet weekly, hear short presentations from industry and subject-matter experts, and focus on responsible governance that supports innovation without overregulation.
Members then shared their perspectives. Several expressed cautious optimism, noting AI’s potential in healthcare, education, public administration, and business, while stressing the need for guardrails, cybersecurity, and human oversight. Members also discussed personal uses of AI tools such as ChatGPT, Grok, and transcription apps, and raised concerns about older adults, children, and people with disabilities being affected by AI-generated content or automation. The chair closed by saying the committee would be bipartisan, Arizona-focused, and likely to consider bills as the session progresses, then adjourned the meeting.
MN
Minnesota 2025 1st Special Session
Conference Committee on HF2432 5/7/25
Transcript Highlights:
- <00:15:42.160>
The maintain critical infrastructure. - The maintain critical infrastructure.
- <00:37:06.240>
to theft of certain infrastructure to theft of certain infrastructure to clarify - Senate section 19 and infrastructure.
- intelligence or other computer intelligence or other computer technology.<00:37:54.320>
and
MS
Mississippi 2026 Regular Session
Appropriations - Room 216, 24 February, 2026; 1:30 PM
Appropriations
Transcript Highlights:
- We've had one is cloud computing.
- Uh I mean it the to cloud computing.
- :59:44.880>
is <00:59:45.119>still know cloud computing is still know cloud computing is - difference between cloudbased computing difference between cloudbased computing and<00:59:51.359
- :00:47.760>
implemented, computer system once it's implemented, computer system once it's implemented
Summary:
Legislative leaders opened the hearing by focusing on statewide technology issues affecting agencies, including rising IT costs, cloud migration, cybersecurity risks, procurement delays, and the need for better coordination across government systems. They said the meeting was intended to hear from agency directors about current challenges and possible legislative solutions.
The ITS director described the state’s IT structure as decentralized but increasingly moving toward shared services. He highlighted recent legislative and executive actions on cloud computing, artificial intelligence, procurement modernization, and data sharing, including House Bill 1491, Senate Bill 2426, Senate Bill 2267, House Bill 958, and an executive order on AI. He said ITS has worked with large agencies on a cloud center of excellence, a procurement modernization advisory council, and a state data exchange, and noted plans for a master contract, potentially with OpenAI, that could be available to all public entities.
He also emphasized cybersecurity, saying the state is seeking a secure operations center and a broader “cyber maturity” approach after recent incidents. On procurement, he said the goal is to speed up purchasing while keeping it safe, and on optimization he pointed to potential savings from consolidating duplicate agreements, such as multiple Microsoft enterprise contracts. In response to questions, he said exceptions to centralization would be based on business and technical architecture and regulatory requirements such as HIPAA, CISA, or FERPA, rather than ad hoc decisions.
TX
Transcript Highlights:
- operational costs for counties, which would allow them to reallocate funds toward pressing and infrastructure
- I want to be perfectly clear, I recognize the importance of tax money going to highway infrastructure
- That doesn't compute for me. revenue, and the state collects a 2% fee to the city's because the state
- The infrastructure, roads, sewage, all the infrastructure that has been invested in over over the last
- . infrastructure at the regional level.
Keywords:
sales tax, use tax, local tax, municipal tax, county tax, tax sourcing, place of business, principal business location, small business, retailer, marketplace seller, economic development agreement, Chapter 321, Chapter 323, Tax Code, Texas Comptroller, local sales and use tax, tax jurisdiction, order consummation, ship-to location
TX
Transcript Highlights:
- or possession of identifying information if punishable as a felony of a third degree, breach of computer
- And then, uh Telecommunication crimes, unauthorized use of telecommunication service, breach of a computer
- Breach of computer security systems, I would say would. Uh, out of what you just read to me.
- But if it's a computer breach, because we, we see some things where we've captured your data, you know
- If you, you know, if you've got a computer breach that, you know, of, of a You know, Starbucks Corporation
Bills:
HB 214
Keywords:
Texas Women's Privacy Act, HB 214, sex-segregated facilities, bathroom bill, restroom access, locker room, changing room, shower room, single-sex spaces, gender identity, transgender, biological sex, women's privacy, public facilities, state agency, political subdivision, correctional facility, prison housing, jail housing, family violence shelter
VT
Transcript Highlights:
- Please listen to the first reading of the bill. >> H720, an act relating to the cloud computing public
- >> H720 an act relating to the cloud >> H720 an act relating to the cloud computing<00:06
- computing public utility act. computing public utility act.
- <00:06:52.080>
House energy and digital infrastructure. - House energy and digital infrastructure.
Summary:
The House opened with a devotional led by Rep. Anne Donahue and the Pledge of Allegiance, then moved into first readings of 10 House bills. The bills covered building energy standards and a residential building code (H.717), building energy efficiency (H.718), hospital collaboration and state action immunity (H.719), cloud computing/public utility issues (H.720), juvenile proceedings and forensic facilities (H.721), municipal regulation of surface water use for drinking water supplies (H.722), posting of land (H.723), involuntary psychiatric medication in emergency circumstances (H.724), the State Labor Relations Act (H.725), and flexible working arrangements (H.726). Each was read the first time and referred to the appropriate committee; H.648, affecting state revenue through banking, insurance, and securities, was referred to Ways and Means under House Rule 35A.
On the action calendar, the House took up and passed H.84, allowing telehealth appointments to be recorded with patient and provider consent, and H.534, relating to community action agencies. Both bills were read a third time and approved by voice vote, with the chair announcing that the ayes appeared to have it. The chamber then completed its orders of the day.
Several announcements followed, including guest introductions, caucus meetings, an ice cream social, and notice of a press conference on immigration protections. The chair also reminded members to return later in the day for the joint assembly to hear the governor’s budget address. The House then adjourned until Wednesday, January 21, 2026, at 3 p.m.
CA
California 2025-2026 Regular Session
Joint Hearing Health Committee and Privacy Committee and Consumer Protection Committee May 28th, 2025
Transcript Highlights:
- So same sort of value drivers, getting nurses out from behind the computer.
- Our nurses spend about 40% of their shift behind a computer.
- So same sort of value drivers, getting nurses out from behind the computer.
- Our nurses spend about 40% of their shift behind a computer.
- It's a conversation between two humans, and the computer is completely out of the room entirely.
Summary:
The joint informational hearing of the Assembly Health and Privacy Committees focused on generative AI in health care, with opening remarks emphasizing both its potential to improve care and its risks around privacy, bias, liability, workforce impacts, and unequal access. Chair Bauer-Kahan and Chair Bonta framed the discussion around how California can encourage beneficial innovation while protecting patients, especially given the sensitivity of health data and the possibility that AI could worsen existing disparities if not carefully governed.
The first panel featured representatives from Cedars-Sinai, Kaiser Permanente, Penguin AI, and Google, who described current uses of AI such as ambient clinical scribes, nursing documentation tools, imaging triage, maternal-fetal risk prediction, and administrative automation. Speakers said these tools can reduce clinician burden, improve patient experience, speed treatment, and in some cases improve outcomes, including a reported mortality benefit from a Kaiser predictive model and faster thrombectomy times at Cedars-Sinai. Members raised concerns about accuracy with accents and multilingual visits, whether predictive tools could reinforce bias or lead to more interventions such as C-sections, and how to ensure a human remains in the loop for important decisions.
The second panel, including representatives from the California Health Care Foundation, UC Berkeley, and Stanford, focused on policy and governance challenges. Testimony highlighted examples of AI supporting homelessness outreach and community health work, but also warned that biased algorithms can encode inequities, especially when trained on data that reflect under-treatment of Black, rural, or low-income patients. Witnesses urged clearer standards for trustworthy AI, stronger monitoring and governance structures, better data access for accountability, and attention to the safety net’s limited resources. Several speakers argued that states should require health systems to have AI governance processes, clarify liability between developers and deployers, and regulate downstream uses of AI while preserving access to data for lifesaving research and oversight.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Economic Development and Emerging Technologies Jun 21st, 2026 at 11:00 am
Joint Committee on Economic Development and Emerging Technologies
Transcript Highlights:
- It’s done through a computer science college.
- And we have an infrastructure that was built for over $400 million worth of research.
- And we have an infrastructure that was built for over $400 million worth of research.
- I mentioned the numbers in computer science; the numbers in engineering are also equally worrisome.
- What was the data point on the drop in computer science enrollment? Computer science are PhD.
Summary:
The committee held an informational hearing on the economic impact of Massachusetts higher education institutions, with opening remarks noting the significance of September 11 and the role colleges and universities play in the state’s economy, workforce, and research ecosystem. UMass leaders testified first, describing UMass as a major employer and economic driver that educates large numbers of Massachusetts residents, supports thousands of jobs, and generates billions in annual economic activity. They emphasized the importance of research funding, warned that federal grant cancellations, suspensions, and slowdowns were harming research operations and talent retention, and voiced strong support for Governor Healey’s proposed DRIVE initiative as bridge funding to protect research capacity and jobs.
Committee members focused heavily on workforce preparation in emerging fields such as AI, cyber, quantum computing, and engineering. UMass leaders said AI is being embedded across curricula and research, but also warned that financial constraints forced reductions in PhD admissions, especially in computer science and engineering, which could weaken the future workforce pipeline. They also described the practical effects of grant uncertainty, including reduced graduate admissions and concerns about losing researchers to institutions abroad. Members asked for more detailed data on grant timing, funding gaps, and where students and researchers were going.
A second panel from private colleges and universities, including AICUM, Suffolk, Smith, and Clark, highlighted the broad economic and civic contributions of private higher education. Testimony cited large annual economic impacts, job creation, tax revenue, community service, legal clinics, dual enrollment, entrepreneurship support, sustainability investments, and access programs. Speakers also discussed enrollment pressures, COVID-related social and mental health challenges, student visa and federal policy concerns, and the need to preserve liberal arts alongside career-focused training. The committee then heard from MIT, where testimony focused on research commercialization, biotech spinouts, and the role of federal, philanthropic, and industry funding in sustaining innovation; members pressed for more data on funding sources and asked what state policy could do to keep talent and businesses in Massachusetts. The hearing continued with additional public higher education testimony, including Bridgewater State, Bristol Community College, and Northeastern, which emphasized workforce-aligned programs, social mobility, apprenticeships, co-op education, and the need for better coordination between higher education, employers, and state workforce systems.
NM
New Mexico 2025 Regular Session
IC - New Mexico Finance Authority Oversight Sep 9th, 2025
New Mexico Finance Authority Oversight Committee
Transcript Highlights:
- Capacity, re-ignited five long-stalled infrastructure projects, completing one of them.
- They did not make NVIDIA chips; they built computers there, especially Dell computers.
- For exports, it's computer parts and chips, and then for imports, it's built computers and phones.
- Roughly about 70% to 80% are built computers and phones.
- lacking a little bit of infrastructure.
AL
Alabama 2026 1st Special Session
Alabama House Transportation, Utilities and Infrastructure Committee Feb 10th, 2026
Transportation, Utilities and Infrastructure
Transcript Highlights:
- <00:07:19.840>
for <00:07:20.080>transformation, infrastructure for transformation, infrastructure - <00:07:51.440>
for <00:07:51.759>transformation, infrastructure for transformation, infrastructure - , um equipment supporting computing, um equipment supporting computing, networking<00:08:19.120><
- So, finance and I've noticed energy infrastructure.
- So, on page six, infrastructure.
Keywords:
criminal enterprise, database, law enforcement, data privacy, criminal justice, Lamar County, property auction, county commission, online auction, public notice, HB392, Lauderdale County, Eleventh Judicial Circuit, district attorney, chief assistant district attorney, assistant district attorney, assistant district attorneys, prosecutor, prosecutorial compensation, salary supplement
AZ
Arizona 2026 Regular Session
04/16/2026 - Joint Legislative Audit Committee
Joint Legislative Audit Committee
Transcript Highlights:
- That infrastructure has dual purpose. That infrastructure has dual purpose.
- I was also there when they did the end-to-end test, and it did work on their computers.
- There were three different vendors between the network infrastructure, the alarm infrastructure, the
- We are a long-term partner to the state's public safety infrastructure, from 9-1-1 to radio infrastructure
- Two-way radios and public safety infrastructure.
Summary:
The Joint Legislative Audit Committee heard a presentation from Senator Kevin Payne on Arizona’s school safety interoperability communication systems, which he said were inspired by the Parkland and Uvalde shootings and designed to bypass overwhelmed 911 systems through panic-button alerts, live camera access, and direct communication with law enforcement. Committee members broadly praised the concept as a school safety tool, while also noting it should complement, not replace, school resource officers. Senator Payne said the audit had not fully captured the systems’ value and emphasized what he saw in Yavapai County as a successful example.
Auditor General Lindsay Perry then summarized the second special audit in the JLAC school safety series, explaining that it reviewed whether fund expenditures were authorized, whether purchased systems met statutory requirements, and whether procurement followed applicable standards. She noted that 12 of 14 law enforcement agencies had provided follow-up information, while Pinal and La Paz counties had not, and that the committee had requested additional details on participating and non-participating schools. Members pressed Perry about Pinal County’s refusal to respond and about delays in payment to Mutualink, and several members defended the committee’s oversight role.
The committee then heard from the vendors. Mutualink’s CEO said the system is intended to connect schools, dispatch, law enforcement, fire, and EMS through live video, floor plans, and group communications, and argued that implementation problems often stem from training, infrastructure, and coordination rather than the technology itself. Motorola Solutions described its work in Maricopa, Yuma, and Tucson, including panic alarms, radio and dispatch integration, and school participation challenges; it said Tucson canceled its contract after schools declined to join. Navigate 360 described its Cochise County project as a success story, saying 60 of 69 schools were implemented, with ongoing training and support, but acknowledged it did not yet meet all statutory criteria and that two charter schools had opted out. Members repeatedly raised concerns about procurement, inconsistent implementation, rural infrastructure, training, and whether the systems met all statutory requirements, and vendors said they would follow up on those issues.
MN
Transcript Highlights:
- Those projects are infrastructure.
- <00:03:05.920>
scientists, accountants, computer scientists, accountants, computer scientists - will support programs in math, computer will support programs in math, computer science,<00:08:05.120
- And without of infrastructure.
- :24.000>
the Paul campus's infrastructure meet the Paul campus's infrastructure meet the caliber
TX
Texas 89th 2nd C.S.
S/C on Telecommunications & Broadband Mar 24th, 2025
S/C on Telecommunications & Broadband
Transcript Highlights:
- Computer systems and the internet, not regulated.
- The broadband infrastructure Fund.
- How do you, uh, futureproof some of this infrastructure out there because it's an infrastructure for
- So this communications infrastructure that we provide connects.
- So that's why in my closing remarks I'm saying any existing, uh, infrastructure, critical infrastructure
KY
Kentucky 2025 Regular Session
Artificial Intelligence Task Force 2025 (8-14-25) - Reupload
Transcript Highlights:
- computing power. computing power.
- We'll order infrastructure for them.
- Uh in our transmission infrastructure.
- Um very infrastructure perspective.
- these computations.
Keywords:
Meeting Start - 00:00
Roll Call – 00:15
Approval of Minutes of the July 15, 2025, Meeting 00:55
Helping Power Kentucky’s Growth – 01:25
Powering and Deploying AI – 41:00
Fueling America’s Intelligence – 56:12
Adjournment – 01:10:37, 958, all
Summary:
The Artificial Intelligence Task Force met with a quorum, adopted prior meeting minutes, and then focused on energy policy and economic development as they relate to AI and data centers. John Bevington of LG&E and KU, introduced by Caroline Clark of LG&E/KU and PPL, described the utility’s Kentucky-only service territory, vertically integrated system, 1.3 million customers, and about 7.5 gigawatts of generating capacity. He said the company has supported 76 Kentucky projects in 2024 totaling about $3 billion in announced investment and roughly 3,000 jobs, with a large share of statewide announcements occurring in its service area.
Bevington said LG&E and KU’s current project pipeline is unusually strong, totaling about 170 projects and 8.5 gigawatts of requested power, with data centers accounting for about two-thirds of that demand. He broke the pipeline into existing customer expansions, new-to-Kentucky projects, and 20 data center projects representing about 5.6 gigawatts of potential load. He highlighted a Louisville data center project by PO Development Company and Powerhouse Data Centers that has announced a 400-megawatt facility and may expand to 525 megawatts, estimating that such a project could represent about $4 billion in investment. He also explained that large data centers generally must locate near transmission lines and that utilities must conduct studies, order long-lead equipment, and secure reimbursement commitments before proceeding so other customers are not harmed.
Members asked about how Kentucky compares with other states, the size of data center projects, and whether regulatory reform is needed. Bevington said the 20 projects reflect current Kentucky interest, which he attributed in part to the state’s sales tax exemption for data centers, and noted that states like Ohio have had similar incentives for years. In response to questions from Senator Thomas, he confirmed that data centers can vary in size and said the state should have a regulatory environment that supports economic development, while emphasizing that the benefits would flow to the state, local communities, and schools rather than just the utility. He also cited national and regional data suggesting data centers generate indirect jobs and tax revenue, and said LG&E and KU are investing in transmission, reliability, solar, and gas generation projects, including proposed additional 645-megawatt natural gas units and other system upgrades, to meet expected demand.
TX
Transcript Highlights:
- Item 24, computer refresh was adopted at $1.6 million. Current to page 19. Items, appetizers.
- It's a cost out adjustment for the computer science pipeline for $4 million. Turning to page seven.
- Unexpended balance authority for the dock infrastructure project was adopted by the Board of Trustees
- Moving to item two, this is the infrastructure support formula was adopted at $328 million.
- Infrastructure fund number 302, there was an increase adopted at 42.4 million.
Bills:
SB 1
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Environment and Natural Resources Jun 21st, 2026 at 01:00 pm
Joint Committee on Environment and Natural Resources
Transcript Highlights:
- That marine infrastructure is at the end of its service life.
- This is a critical investment in New Bedford's port infrastructure.
- Administrative and infrastructure costs are shared.
- On the computer it says I can do it. Let's go.
- Westport needs municipal wastewater infrastructure that costs millions, but infrastructure is expensive
Summary:
The committee hearing covered several bills related to environmental, natural resources, and maritime issues. Representative Markey testified in support of H. 1000, which would create a commission to study financing wastewater infrastructure, especially in southeastern Massachusetts and the South Shore, citing combined sewer overflows and impacts on aquaculture. Members agreed the core challenge is finding long-term financing for wastewater solutions. The committee also heard testimony on H. 902 to establish an Office of Outdoor Recreation, with supporters describing its role in expanding access, supporting underrepresented communities, and helping grow the outdoor economy. Related testimony also supported H. 986, which would codify the Division of Ecological Restoration and the Office of Fishing and Boating Access within the Department of Fish and Game, with witnesses emphasizing habitat restoration, flood reduction, public access, and boating/fishing opportunities.
A major portion of the hearing focused on H. 901/S. 597, “An Act Providing Nature for All,” which would dedicate existing sporting goods sales tax revenue to a new conservation fund. Supporters from Mass Audubon, Environmental League of Massachusetts, Appalachian Mountain Club, Trust for Public Land, Massachusetts Rivers Alliance, and conservation groups argued the bill would provide a sustainable revenue stream for land conservation, parks, trails, wetlands, water protection, and climate resilience, while also advancing environmental justice and outdoor recreation. They said the state needs roughly $300 million more per year to meet land conservation goals and that the bill could generate about $100 million annually without raising taxes. Committee members asked about balancing conservation with housing and development, and witnesses said the goals are compatible and that the bill includes safeguards. Witnesses also noted similar funding models in other states.
The hearing also included H. 1053, a bill to create a Merrimack River Collaborative. Regional planning and watershed advocates said the river faces bacterial contamination, heavy metals, combined sewer overflows, and other pollution, and that a formal collaborative would help coordinate municipalities, state agencies, and nonprofits across the watershed and possibly across state lines. Another bill, H. 4109, would relocate harbor lines in New Bedford Harbor to allow reconstruction of deteriorating bulkheads at a waterfront industrial site; the New Bedford Port Authority, engineers, and the property owner said the change is needed for permitting and would support port modernization and jobs. Finally, the committee heard extensive testimony on S. 641 regarding marine pilotage in New Bedford. Supporters argued the bill would remove a District 3 pilotage restriction and improve port flexibility and offshore wind operations, while opponents warned it would undermine the state’s compulsory pilotage system, weaken safety, and allow ship owners to shop for pilots. No votes or final actions were taken during the hearing.
PA
Transcript Highlights:
- This bill repeals the sales and use tax exemption for computer data center equipment.
- This bill repeals the sales and use tax exemption for computer data center equipment.
- So, yesterday, Yesterday, we passed the Governor's Responsible Infrastructure Development Bill and hung
- I want to say that again: the Governor's Responsible Infrastructure Development Bill I want to say that
- again: the Governor's Responsible Infrastructure Development Bill was hung on to the sales tax exemption
Summary:
The House convened with prayer, the Pledge of Allegiance, and recognition of guests, including the Civil Air Patrol Pennsylvania Wing Cadet Color Guard, district office staff, and a guest page. A quorum was established with 202 members voting on the master roll. The chamber also noted that Deputy Sergeant Hopkins is retiring after three years of service, and several committee meetings were announced for later in the day.
The main floor action was on House Bill 2198, which repeals the sales and use tax exemption for computer data center equipment. Supporters argued the exemption is no longer needed because data centers are large, profitable companies that should pay their share, and cited a projected future cost to the Commonwealth of about $517 million annually. Members in favor also said data centers place heavy burdens on local water, land, and electricity resources and should not receive taxpayer subsidies. Opponents argued the bill conflicted with broader data center policy discussions and that the House was moving too quickly after passing related infrastructure legislation the day before.
After debate, the House took a recorded final vote and passed House Bill 2198 by a vote of 197-5. The bill was sent to the Senate for concurrence. The House then moved several bills from the table calendar to the active calendar and adjourned until Friday, June 26, 2026, at 12 noon unless recalled sooner by the Speaker.
ND
North Dakota 2026 1st Special Session
Advanced Nuclear Energy Committee Apr 21st, 2026 at 08:25 am
Advanced Nuclear Energy Committee
Transcript Highlights:
- And then securing our nation's critical infrastructure. We do a lot of work.
- and physical security for critical infrastructure.
- And, you know, we talk about data centers, maybe because of computer changes.
- This is our high-performance computing center. We call it the Collaborating Computing Center.
- This is our critical infrastructure test range: full-scale infrastructure for testing grids, transformers