Video & Transcript Research : 'AI data centers'
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FL
Florida 2026 5th Special Session
Appropriations Committee on Higher Education Oct 8th, 2025
Transcript Highlights:
- And the graph that you have before you represents how we've broken that data. individuals.
- Again, data analytics and AI very high, 19.5%.
- There's some supplemental data that they can submit to us on that, and we've been providing the data
- a lot of data points in terms of head counts and dollars and grants.
- We are the ones that are putting that workforce out there, and I think the data shows that.
Summary:
The Higher Education Appropriations Committee met for its first meeting of the session and heard presentations focused on workforce education in the Florida College System and district technical colleges. Members introduced themselves and discussed their personal connections to higher education, then heard from Department of Education senior chancellor Kevin O’Farrell, South Florida State College president Fred Hawkins, and Pinellas Technical College representative Mark Hunt. O’Farrell outlined the department’s budget request, including increases for adult education, Florida College System program funds, workforce development capitalization grants, apprenticeship and teacher apprenticeship programs, Open Door scholarships, and CAPE industry certification funding. He emphasized record growth in enrollments, completions, dual enrollment, and program offerings, and described grant-funded expansion in fields such as health sciences, manufacturing, logistics, aerospace, and AI-related programs.
Committee members raised concerns about whether current programs match actual labor-market demand, how artificial intelligence may reduce future human labor needs in some fields, and how the state should avoid unwarranted duplication of programs. O’Farrell said the department uses economic forecasts, employer demand data, and a CTE audit process to review programs and phase out those that do not meet performance thresholds. Members also asked for more detail on the teacher apprenticeship model, the transition from technical college clock hours to college credit, job placement and salary outcomes, and the LPN-to-RN pathway. O’Farrell said he would provide additional information later.
Hawkins described South Florida State College’s rural service area, low college-going rates, and difficulty recruiting and retaining faculty and staff because salaries lag behind local market alternatives and nearby school district pay. He said the college has had to turn away students in high-demand programs due to staffing and operational limits, while also noting strong outcomes in nursing, dental hygiene, EMT/paramedic, and radiography. Hunt said Pinellas Technical College serves about 5,000 students annually, including many dual-enrolled high school students, and reported a placement rate above 90% and strong local economic returns. He said many programs have waiting lists and that additional operational funding is needed to meet demand, maintain equipment, and keep pace with salary and cost increases. The meeting ended after public comment was opened and no further business was brought before the committee, and the committee adjourned.
TX
Transcript Highlights:
- Market data, survey data, and anecdotal information collected through Friday, April 17th, altogether
- data centers and things of that nature.
- What they are not using in the Mirai, they're powering a data center on site.
- And I hate to say that, but it's AI and data centers.
- And I hate to say that, but it's AI and data centers.
MN
Minnesota 2025 1st Special Session
House Higher Education Finance and Policy Committee 4/1/25
Higher Education Finance and Policy
Transcript Highlights:
- occupations based on employment data occupations based on employment data from<00:02:33.280>
- Ed will also be required to review data Ed will also be required to review data at<00:02:41.840>
- <00:47:05.359>
of intelligence community center of intelligence community center of academic - So, we do have the center on campus.
- <00:52:43.839>
and bill and u continue to fund uh AI and bill and u continue to fund uh AI
Keywords:
North Star Promise, scholarship, higher education, Minnesota Office of Higher Education, in-demand jobs, workforce development, career training, job market, high-demand occupations, high-demand industries, college aid, state financial aid, FAFSA, student eligibility, program of study, degree program, certificate program, community college, university, labor market data
NM
NM
New Mexico 2025 Regular Session
IC - Water and Natural Resources Sep 11th, 2025
Water & Natural Resources Committee
Transcript Highlights:
- So based on data that We gain data we can get from the Carson, the BLM, we can actually model the fire
- Are you also looking or using AI, and this is for everybody, and the AI tools for the heat waves, storms
- If AI gets better, microgrid controls get better.
- centers.
- All right, here's a lot of data for you.
FL
Transcript Highlights:
- This amendment allows an AI technology company to disclose or sell data when federal law allows it.
- We are talking about high-stakes AI.
- Or the AI that's used for just curriculum or to keep the kids busy, the amount of AI that is used to
- And AI can assist in teaching. Really are important. And AI can assist in teaching them.
- We have got to address AI.
Summary:
The Senate opened with prayer, the Pledge of Allegiance, and several introductions and memorial remarks, including a moment of silence for service members killed in the conflict in Iran. The chamber then moved to special orders and took up a series of bills, with many measures passing unanimously after brief explanations and, in several cases, substitution of House companions. Early bills included CS/CS/SB 1062 on speech and debate education, which drew extensive supportive debate about the civic value of debate programs and passed 37-0, and SB 1072 on an anti-Semitism task force, which was amended to clarify that criticism of Israel is not prohibited and then passed 37-0.
The Senate also approved CS/CS/SB 1230/HB 1019 on PFAS chemicals and firefighting foam, with discussion focused on phasing out AFFF, testing requirements, exceptions for federal aviation and military uses, and support for firefighters and water quality; the bill passed 37-0. Other measures passed without opposition included SB 1706 on the My Safe Florida Condominium Pilot Program, SB 186 on student health and safety and seizure response training, SB 598 on funeral and cemetery services, SB 990/HB 883 on protected cell captive insurance companies, SB 554 on nonprofit corporations, SB 560 on child welfare and foster care medication procedures, SB 684/HB 961 on electronic signatures for salvage titles, and SB 778/HB 569 on forensic client services. Two bills, SB 432 on intoxicating substances and SB 928 on dangerous crimes, were temporarily postponed.
A major portion of the meeting was devoted to SB 1134 on official actions of local governments and DEI-related activities. The sponsor argued the bill would prevent counties and municipalities from funding or promoting DEI efforts he described as discriminatory or indoctrinating, while opponents offered amendments to narrow the bill to spending only, add an intent requirement for penalties, and preserve local proclamations and observances. Those amendments were debated at length but were not adopted. The sponsor then continued explaining the bill’s exceptions, including references to holidays, heritage sites, and the Pulse Memorial, and the chamber was still in debate on the underlying measure when the transcript ended.
VT
Vermont 2025-2026 Regular Session
Senate Session - 2026-05-08 - 11:30AM
Vermont Senate Floor Meeting
FL
Florida 2025 Regular Session
October 14, 2025 - 11:00 AM
Transcript Highlights:
- , my data, your company's data, critical PII, but also your business trade secrets, your intellectual
- We use a number of other services to scrape job data.
- Number 1, I'm always interested in how AI is affecting us going forward.
- Do you have any data with this next generation emerging?
- We have data centers coming in that are extremely steel intensive, as well as just higher education airports
AR
Arkansas 2026 1st Special Session
ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE Jan 12th, 2026
ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE
Transcript Highlights:
- Do we want to invest in our data system? Do we want to have fewer brick-and-mortar job centers?
- I'm going to see... ...forward maybe to the AI initiative.
- Sometimes they're using state longitudinal data system or workforce data quality initiative funds.
- Sometimes they're using state longitudinal data system or workforce data quality initiative funds, but
- need a state longitudinal data system.
Summary:
The committee heard testimony from Nick Moore, Acting Assistant Secretary of the Office of Career and Technical Education, on efforts to better align workforce, education, and human services programs. Moore argued that WIOA, Perkins, and ESSA were designed to function as an integrated talent system, but that federal and state bureaucracy has kept them siloed. He said the Department of Labor and OCTAE are working on more integrated state plan guidance, including a 2026 plan modification timeline, combined Perkins/WIOA plans, and greater use of labor market information to align training with in-demand jobs and Workforce Pell.
Moore emphasized reducing overhead, cross-training staff, using common intake and integrated case management, and focusing on the “shadow labor force” of people facing benefit cliffs, child care barriers, or other obstacles to work. He repeatedly urged states to use waivers and flexibility where possible, to consolidate or streamline local workforce structures, and to hold programs accountable through measures such as labor force participation, training-related employment, retention, and cost per successful outcome. Members asked about the balance between flexibility and accountability, the role of employers versus postsecondary institutions, rural “training deserts,” state waivers, and data systems such as Mississippi Spark and Arkansas Launch. Moore said states should use technology and integrated intake to co-enroll eligible participants in multiple programs and better match people to jobs.
In response to questions, Moore said some federal rules cannot be waived, but many reporting and administrative requirements can be streamlined, and he encouraged Arkansas to propose ideas for waivers or state-level integration. He also discussed the need for enhanced wage records and state longitudinal data systems to improve workforce planning and economic development. After Moore’s presentation, DHS Secretary Janet Mann and Director Jay Hill gave a brief update on reimbursement rates, saying the department had compiled more than 100 public comments, recommended holding the current rate, and was awaiting executive review; they estimated the process could take 30 to 60 days. The committee then adjourned, noting a later audit presentation scheduled for the afternoon.
CA
California 2025-2026 Regular Session
Senate Floor Session May 20th, 2026
California Senate Floor Meeting
Transcript Highlights:
- need reliable data to understand and respond to its impact.
- SB 951 does not stop innovation, and it does not ban AI.
- It also requires ALPR operators to require data security training and data privacy training for all employees
- deeply concerning how that data is utilized.
- A lot of AI companies went public, and we rely heavily on capital gains.
Summary:
The Senate took up a series of bills focused on consumer protection, housing, worker safety, privacy, and local fiscal authority. Measures discussed included SB 1312 on abandoned cemeteries, SB 1112 on towing fee notices, SB 877 on insurance claim transparency after wildfire losses, SB 1046 on Cal/OSHA standards for Tijuana River Valley pollution exposure, SB 1091 on anti-displacement housing preservation, SB 951 on notice and protections when AI displaces workers, SB 1030 repealing the “man in the house” rule for public assistance, SB 1218 tying vehicle registration to unpaid illegal dumping fines, SB 1013 regulating automated license plate reader data, SB 1116 making technical changes to the starter home housing law, SB 1201 protecting veterans from food assistance cuts, and SB 1164 strengthening state voting rights protections. The Senate also considered SCR 171, declaring May 20, 2026, California Nonprofits Day, and welcomed Berkeley Mayor Adina Ishii during floor introductions.
Debate was often divided along policy and fiscal lines. Supporters of the local tax authorization bill AB 1768 argued it would let voters in Los Angeles and Contra Costa counties decide whether to backfill major health and human services cuts tied to federal changes, while opponents said it would raise costs, bypass normal tax-policy review, and worsen affordability. SB 1013 drew strong support from senators who said ALPR data needs tighter safeguards, but opposition warned the bill would hamper law enforcement investigations. SB 951 on AI-related layoffs received support as a worker-protection measure, while SB 1164 drew opposition over concerns about litigation and expanded Attorney General oversight. SB 1030 was framed as a long-overdue repeal of a discriminatory welfare rule, and SB 1201 was presented as a way to shield vulnerable veterans from federal food assistance cuts.
Most measures passed on strong bipartisan votes, often unanimously. SB 1312, SB 1112, SB 877, SB 1046, SB 1091, SB 1030, SB 1218, SB 1116, SB 1201, SB 1164, and SCR 171 were adopted, and AB 1768 passed as an urgency measure after extended debate. SB 951 also passed, with some no votes. The Senate then announced committee meetings for budget subcommittees and adjourned until the next floor session.
NH
New Hampshire 2025 Regular Session
House Criminal Justice and Public Safety (04/11/2025)
Criminal Justice and Public Safety
Transcript Highlights:
- <02:05:38.159>
also community based crisis centers also community based crisis centers also - workers project, we collected data workers project, we collected data alongside<04:11:35.120>
- law specifically with AI images. law specifically with AI images.
- Uh uh could also created with AI.
- Generative AI has enabled the videos.
NH
New Hampshire 2026 Regular Session
House Executive Departments and Administration (04/29/2026)
Executive Departments and Administration
Transcript Highlights:
- at this time. >> [snorts] with the national strategy around AI. with the national strategy around AI
- legislation regulating AI at this time. legislation regulating AI at this time.
- Um this allows uh with an AI tool.
- We know that there are clinicians who use AI-informed, AI-adjacent tools.
- AI to do some therapy notes. AI to do some therapy notes.
CA
California 2025-2026 Regular Session
Assembly Floor Session May 21st, 2026
California House Floor Meeting
Transcript Highlights:
- Crime centered on hate.
- Islamic Center in San Diego, crime centered on hate and unspeakable cruelty.
- say that AI makes them trust health care less.
- centers, and electrification.
- So we are seeing massive layoffs as a result of AI, not only a direct replacement of workers with AI,
Summary:
The Assembly met on May 7, 2026, after an initial delay caused by the absence of a quorum, then proceeded with prayer, a moment of silence for victims of a hate-motivated attack at the Islamic Center in San Diego, and the Pledge of Allegiance. The Speaker pro tempore then moved through the daily file, repeatedly urging members to be on time and at their desks as the House of Origin deadline approached. Procedural actions included dispensing with the journal, deferring some items, and moving AB 1667 to the inactive file.
The bulk of the session was devoted to floor consideration of many bills, most of which passed with little or no opposition. Measures approved included bills on artificial intelligence provenance information (AB 2713), community college trustee compensation (AB 2528), transit camera enforcement and privacy (AB 1837), excess proceeds claims in taxation (AB 2705), HOA technical cleanup (AB 1892), hepatitis C treatment access (AB 1843), child care planning in local general plans (AB 1914), greenhouse energy code flexibility (AB 2200), rent-now-pay-later consumer protections (AB 2350), housing cleanup and density bonus measures (including AB 2390, AB 2480, AB 1567, AB 1751, and others), spay/neuter access (AB 2010), workforce housing financing tools (AB 2110), supportive housing and homelessness-related changes (AB 2146), mental health and health plan notification measures (AB 1598, AB 2613), student aid and education bills (AB 1534, AB 1636, AB 1669, AB 1728, AB 1784, AB 1871), public safety and criminal justice bills (AB 1546, AB 1572, AB 1872, AB 1877, AB 1932), and several health and social services measures (AB 1602, AB 1628, AB 1680, AB 1825, AB 1845, AB 1906, AB 1907, AB 1925). Most bills were described as support measures, often with bipartisan backing and no opposition, and passed by wide margins.
A few bills drew more discussion, especially AB 1751, a housing/townhome bill that sparked extended debate over wages, prevailing wage, stakeholder engagement, and whether the measure could depress pay for construction trades; despite concerns and an opposition speech, it ultimately passed 44-0. AB 1793, which would allow symmetrical rounding of cash transactions to the nearest nickel in light of the penny’s phaseout, also drew light debate and passed 47-1. AB 1932, an urgency measure expanding community-based crisis response, passed with one no vote on both the urgency and the bill. Several urgency or 54-vote bills, including AB 1534 and AB 1932, required later roll calls or calls to be lifted, but all measures described in the transcript were ultimately approved.
AZ
Arizona 2026 Regular Session
02/17/2026 - House Democratic Caucus Calendar #6
Transcript Highlights:
- It also allows DIFI to require modeling and data organizations to file supporting data or additional
- It also allows DIFI to require modeling and data organizations to file supporting data or additional
- centers in the state and local governments.
- It also allows DIFI to require modeling and data organizations to file supporting data or additional
- centers in the state and local governments.
Summary:
The caucus reviewed a long calendar of House bills across education, health, water, land, housing, labor, public safety, and taxation. Several measures dealt with artificial intelligence, including bills on AI disclosures for minors, AI-assisted divorce arbitration, an Arizona AI education program, AI privilege protections, and a required AI course in schools. Other topics included ESA administration funding, a prohibition on public money for certain foreign-controlled genetic sequencing devices, towing regulations, DUI and ignition interlock changes, health facility and nursing facility complaint timelines, internationally trained physicians, nurse anesthetist reimbursement, pharmacy penalties, childhood cancer research, cybersecurity encryption, school mental health instruction repeal, superintendent performance pay, adoption disclosures in student health settings, anti-Semitism in schools, and a range of water, land, and housing bills.
Members frequently raised concerns about local control, unfunded mandates, constitutional issues, and the scope of state intervention. Several bills drew criticism for affecting school curriculum, public education, reproductive rights, protest activity, or tribal communities. Others were supported as technical fixes, consumer protections, or funding measures. The caucus also discussed a series of bills related to the Mexican gray wolf, state land management, solar and wind siting, groundwater transport, and rural development, with some members objecting that the proposals would undermine federal protections or tribal interests.
A number of bills were pulled from consent for further discussion, including HB 2020, HB 2957, HCR 2044, HB 2352, HB 2667, HB 2906, HB 2093, HB 2386, HB 2481, HB 2830, HB 2076, HB 2411, HB 2136, HB 2665, and HB 2904. The meeting ended with an announcement of the Latino Caucus guest presentation and an emotional tribute to Reverend Jesse Jackson, followed by presentation of an Affordability Award to Representatives Lorena Austin and Stephanie Simacek for work on economic justice and working families. The caucus then adjourned.
TX
Texas 89th Regular
Delivery of Government Efficiency Mar 5th, 2025
Delivery of Government Efficiency
CA
California 2025-2026 Regular Session
Assembly Labor and Employment Committee Apr 2nd, 2025
Transcript Highlights:
- The bill enacts data protections that prohibit employers from sharing worker data for purposes beyond
- interpreting the data.
- in its being shared. ...data, and makes both the employer and third-party entity liable if worker data
- Transparency and data protections.
- Also, again, you would have to make any third party you transfer this data to jointly liable for a data
Summary:
The committee heard a series of labor-related bills, with most measures focused on worker training, privacy, wages, and safety. AB 296 would require schools or districts to host apprenticeship fairs at least once a year, with flexibility on how they are run and whether programs outside the county can participate. Supporters said it would help connect students to skilled trades and address workforce shortages; school administrators opposed the bill as an unfunded mandate that could be impractical for elementary schools. The bill was later moved on call, with the committee noting it could not vote until quorum was established.
AB 1221 and AB 1331 both addressed workplace surveillance. AB 1221 would restrict invasive monitoring tools, require notice to workers, limit the use and sharing of worker data, and require human review before discipline based on surveillance outputs. Labor groups supported the bill as a response to AI-driven monitoring, while business groups raised concerns about broad definitions, security cameras, investigations, and data-access provisions. AB 1331 focused more narrowly on privacy in off-duty and private spaces, limiting surveillance in places like restrooms, break areas, vehicles, and homes; hospitals and business groups opposed it as too broad and potentially disruptive to safety, cybersecurity, and facility monitoring. Both bills were advanced by committee vote.
The committee also heard AB 1181, which would require firefighter turnout gear to be free of cancer-causing chemicals such as PFAS by 2027, and AB 1198, which would require prevailing wage rates on public works to reflect the wage in effect when the work is performed rather than when the project was first advertised. Firefighter representatives strongly supported AB 1181, while the chemical industry asked to continue working on scope and timelines. AB 1198 drew support from labor and contractor groups but opposition from local governments and housing groups concerned about mid-project cost increases; it was passed to Appropriations after a roll-call vote. Other measures approved included AB 1235 on skilled-and-trained workers for CSU construction, AB 1251 on ghost job postings, AB 552 on locating the Agricultural Labor Relations Board office outside Sacramento, AB 1110 on updating Cal/OSHA workplace posters, AB 1136 on expanding high road training partnerships, and AB 1234 on wage claim enforcement. AB 692, which would ban employer debt agreements that require workers to repay training or other costs if they leave a job, drew strong support from nurses and labor advocates and opposition from business and health care groups; it was also passed on a roll-call vote.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Transportation Jun 21st, 2026 at 01:00 pm
Joint Committee on Transportation
Transcript Highlights:
- reporting and data protections.
- protections for access to photographic data, destruction of the data, and review of that data that is
- Incomplete crash data is a known issue.
- A few data points that AVs could provide beyond traditional crash data might include when and where the
- The data that we need to implement AVs safely also comes at a cost of energy use from data centers, and
Summary:
The Joint Committee on Transportation held a hybrid hearing on 46 bills covering bicycle and pedestrian safety, autonomous and specialty vehicles, street design, and related transportation issues. Chair Jim Arciero and Senate co-chair Brendan Crighton opened the hearing, noted that Senate Bill 2347 was postponed at the sponsor’s request, and explained the hearing procedures. No votes were taken during the hearing.
A major portion of testimony focused on autonomous vehicles. Labor representatives from the AFL-CIO, Teamsters, Machinists, and app-based driver organizations opposed bills that would authorize fully autonomous vehicles, arguing they could displace workers, weaken bargaining power, increase congestion, and create safety and data-privacy risks. Waymo and Chamber of Progress supported legislation creating a framework for autonomous vehicles, saying the technology has strong safety results and could improve mobility and economic opportunity, but they opposed provisions requiring a human operator in the vehicle. Transportation and environmental advocates urged stronger oversight, local control, crash-data reporting, and privacy protections before deployment.
Several bills on pedestrian and bicycle safety drew support from advocates and affected residents. Testimony backed measures to improve crosswalk timing for slower pedestrians, raise penalties for crosswalk violations, expand truck sideguard and safety-device requirements, and improve roadway marking reflectivity. AARP, MassBike, and other advocates emphasized the need to protect older adults, cyclists, and other vulnerable road users, while some speakers opposed bills expanding e-bike access to sidewalks and natural-surface trails, citing safety concerns. The committee also heard strong support for the Blue Envelope program for drivers with autism and developmental disabilities, with testimony from the Arc of Massachusetts, the Developmental Disabilities Council, families, and individuals describing how the program can reduce misunderstandings during traffic stops and crashes.
NH
New Hampshire 2025 Regular Session
House Finance Division III (02/19/2025)
Transcript Highlights:
- /c> years worth of data in the new data years worth of data in the new data management<00:43:31.800><
- own data validation much of that data own data validation much of that data gets<01:37:53.520>
- , ambulance services, surgical centers, dialysis centers.
- centers.
- >
we center-based licensed daycare centers we center-based licensed daycare centers we have<03
Summary:
House Finance Division III convened a work session on the DHHS budget, with the chair noting there would be no votes and that the committee would spend the day hearing from the commissioner’s office. Nathan White, DHHS Chief Financial Officer, opened with the Division of Finance/Office of Business Operations, explaining that the unit supports the department through daily financial management, AP/AR, audit work, expense projections, transfers, and procurement functions such as contracts, amendments, RFPs/RFAs, and grants management. He also described the division’s revenue and reporting work, including federal draws, CMS-64 reporting, and the public assistance cost allocation plan, and said the department had centralized rate-setting work and a small team handling Medicaid rate analysis and nursing facility rebase work.
Members asked about vacancies, turnover, and budget changes. White said the division had 18 positions unfunded in the governor’s budget, reducing personal services from about $10.8 million to $9.9 million, and estimated the division’s vacancy rate at about 11 percent, below the department average. He said turnover was relatively low, with one retirement at the manager level and higher turnover mainly at lower AP-level positions. He also explained that some budget lines reflected reallocations rather than new spending, including fringe benefits centralized elsewhere and an EBT card contract moved into this unit because the staff member overseeing it works in Finance. When asked about a rent/lease increase, he said it was due to higher copier leasing costs under a statewide DAS contract.
White highlighted several management and technology improvements. He said a business intelligence tool procured in 2022, using Salesforce and Excel-based data, helped DHHS better track federal revenue and maintenance-of-effort spending, reducing FY24 General Fund lapse by about 70 percent and federal/other revenue lapse by 88 percent compared with FY23; he warned that the tool is not funded in the current budget. He also described Lean Six Sigma efforts in the contracts team, training for vendors and nonprofits on procurement and indirect cost rules, and a Finance Academy to standardize policies and procedures. On the contracts side, he said the department uses Smartsheet for project management and DocuSign for electronic signatures, which cut contract execution time dramatically, but noted DocuSign is also not funded in the governor’s budget. The session ended as the committee prepared to move on to the Employee Assistance Program presentation.
MN
Transcript Highlights:
- I'd like to note that we also leverage AI in our detection systems.
- By crowdsourcing this data and anonymizing the offer letters, we were able to build now a data set that's
- By crowdsourcing this data and anonymizing the offer letters, we were able to build now a data set that's
- By crowdsourcing this data and anonymizing the offer letters, we were able to build now a data set that's
- By crowdsourcing this data and anonymizing the offer letters, we were able to build now a data set that's
TX
Transcript Highlights:
- Approximately 228,000 megawatts are new projected data centers.
- Data Center Industry, representing the leading data center owners and operators.
- A $40 billion data center uses less water than a hotel.
- Crusoe is a vertically integrated AI infrastructure company that designs, builds, and operates data center
- Cameron, with the Data Center Coalition, I would just echo that.