Video & Transcript Research : 'data reliability'
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KY
Kentucky 2026 Regular Session
County Clerk Office Modernization Task Force 6-16-21
KY
Kentucky 2026 Regular Session
Severe Mental Illness Task Force 6-15-21
KY
Kentucky 2026 Regular Session
Interim Joint Committee on State Government 6-15-21
KY
Kentucky 2026 Regular Session
Budget Review Subcommittee on General Government, Finance, Personnel, and Public Retirement (6-2-21)
KY
Kentucky 2026 Regular Session
Budget Review Subcommittee on Economic Development, Tourism, and Environmental Protection (6-2-21)
KY
Kentucky 2026 Regular Session
Budget Review Subcommittee on Education (6-2-21)
KY
Kentucky 2026 Regular Session
Budget Review Subcommittee on Justice and Judiciary (6-2-21)
KY
Kentucky 2026 Regular Session
Budget Review Subcommittee on Human Resources (6-2-21)
KY
Kentucky 2026 Regular Session
Interim Joint Committee on Transportation (6-1-21)
TX
Transcript Highlights:
- Consumers and undermine reliability.
- , included reliability standards, and firming.
- Texas needs reliability and affordability.
- system reliability.
- Reliability.
Keywords:
dispatchable generation, electricity, natural gas, ERCOT, energy credits, utilities regulation, renewable energy, arbitration, insurance contracts, surplus lines, Texas law, insurance policy, boiler inspection, boiler safety, inspection report deadline, certificate inspection, authorized inspector, inspection agency, Health and Safety Code, board of boiler rules
TX
Transcript Highlights:
- Is it data driven?
- In addition to the mission-critical data centers, there are the AI data centers.
- So you mentioned mission-critical data centers and then AI data centers. Help me.
- AI data centers are really into this.
- We are studying grid reliability.
Bills:
HB1951, HB2715, HB3092, HB3237, HB3278, HB3511, HB3592, HB3675, HB3778, HB3782, HB3826, HB3970, HB4016, HB4049, HB4341, HB4344, HB4406, HB4427
Keywords:
collective bargaining, public works, government contracts, labor agreements, state funding, removal from office, political subdivisions, local government, judicial proceedings, administrative judicial region, electric transmission, public convenience, landowner consent, utility regulation, energy infrastructure, energy consumption, higher education, governmental entities, sustainability, electricity reduction
TX
Texas 89th Regular
Delivery of Government Efficiency May 14th, 2025
Delivery of Government Efficiency
Transcript Highlights:
- they've implemented basic safeguards. 250 employees have been sued for exemplary damages following data
- SB 2610 provides a legal safe harbor from exemplary damages in data breach lawsuits for businesses that
- businesses, SMBs, on implementing reasonable cybersecurity controls, safeguarding sensitive personal data
- Several states have already enacted similar laws, such as Ohio's 2018 Data Protection Act and Utah's
Keywords:
election officials, confidentiality, personal information, government transparency, public safety, cybersecurity, data breach, breach of system security, exemplary damages, punitive damages, liability shield, safe harbor, small business, mid-sized business, Texas Business & Commerce Code, sensitive personal information, personal identifying information, identity theft, fraud prevention, NIST
TX
Keywords:
grand jury, jury qualifications, jury wheel, small counties, Texas legislation, age verification, obscene devices, online sales, juvenile protection, penalties, antitrust, attorney general, Texas Free Enterprise, business regulations, legal confidentiality, personal identifying information, data brokers, judicial safety, civil rights, data privacy
MN
Minnesota 2025-2026 Regular Session
House Judiciary Finance and Civil Law Committee 2/18/25
Judiciary Finance and Civil Law
Transcript Highlights:
- This is about data. This is a question about this data bill.
- In fact, we meet every two months, and we go through data—police data, our data, judicial data—and we
- In fact, we meet every two months, and we go through data—police data, our data, judicial data—and we
- data police data our and we go through data police data our data<01:12:39.239>
judicial <01:12 - :40.719>
about data judicial data and we think about data judicial data and we think about the
Bills:
HF7
Keywords:
public safety, criminal justice, sentencing guidelines, Minnesota Sentencing Guidelines Commission, public sentencing database, felony dismissals, prosecutor reporting, bail notice, bond posting, law enforcement data, arrest data, public records, sex trafficking, human trafficking, mandatory minimum sentence, peace officer assault, police assault, fleeing police, vehicular flight, stolen motor vehicle
TX
Transcript Highlights:
- And again, broken down into two data sets.
- We identify from raw data what's happening.
- set reliability standards.
- they need power that is reliable.
- What we're actually seeing more of a trend is data centers because data Centers don't really care where
Summary:
The Senate Committee on Business and Commerce convened to discuss critical infrastructure and supply chain integrity, particularly focusing on Texas's power grid and associated vulnerabilities. The meeting highlighted Texas's recent ranking as 10th in electricity affordability, emphasizing the state's commitment to maintaining a reliable and resilient electric grid. New committee members introduced themselves, and the agenda included testimony from ERCOT and the Public Utility Commission regarding the implementation of the Lone Star Infrastructure Protection Act, which aims to mitigate risks posed by foreign entities to the power grid.
Chad Sealy from ERCOT presented updates on the attestation process for market participants, revealing that over 1,500 entities had submitted attestations regarding their corporate structures and affiliations with designated foreign countries. Concerns were raised about the adequacy of the current vetting process, particularly regarding indirect relationships with foreign adversaries. Testimonies from the PUC and the Attorney General's office underscored the challenges of enforcing compliance and the need for improved legislative measures to enhance oversight and security.
The committee also heard from experts, including Dr. Emma Stewart from Idaho National Laboratory, who discussed the evolving threats to the grid from foreign adversaries and the importance of securing communication systems. Recommendations included prioritizing inspections of critical components and enhancing collaboration with national laboratories to address vulnerabilities. The discussion concluded with an acknowledgment of the balance needed between ensuring grid security and maintaining affordability for consumers.
TX
Transcript Highlights:
- And again, broken down into two data sets.
- I think we're number one in proposed data 4635 data centers.
- they need power that is reliable.
- 6536 Does it reliably uses the provisions in Senate Bill six in order to be able to 6537 Does it reliably
- >> What we're actually seeing more of a trend is data centers, because data centers don't really care
Summary:
The Senate Committee on Business and Commerce held its first interim hearing on securing critical infrastructure and supply chain integrity, with a focus on Texas’s electric grid and the Lone Star Infrastructure Protection Act. The chair also highlighted Texas’s relatively low electricity prices and welcomed new committee members. ERCOT, the Public Utility Commission (PUC), and the Attorney General’s office were invited to explain how the state screens market participants and grid equipment for ties to China, Russia, Iran, and North Korea, and how the agencies respond to noncompliance.
ERCOT testified that it has implemented the requirements of three related Senate bills by requiring attestations on corporate affiliations and on critical grid equipment and services. ERCOT said it has processed thousands of attestations, used additional requests for information and third-party verification tools such as Dun & Bradstreet, and terminated nonresponsive market participants. ERCOT also said it has not seen a case requiring direct Attorney General involvement, but it does refer matters to the PUC when needed. The PUC said it can investigate suspected violations and impose penalties of up to $1 million per violation per day, and that most investigations into late or missing attestations have been resolved through compliance, market exit, or removal by ERCOT. The Attorney General’s office said its role is currently limited to audits and court involvement, and that it lacks broad independent investigatory authority under the act.
Members pressed the panel on whether the current system is too reliant on self-reporting and whether it adequately addresses indirect foreign influence, especially through supply chains for batteries, inverters, transformers, and other equipment with routable connectivity. ERCOT acknowledged that the current attestation process has gaps and said it plans to refine definitions of critical grid equipment and grid services, improve information requests, and continue stakeholder rulemaking. The panel also discussed possible legislative changes, including tying prohibitions to the Department of Defense Section 1260H list and the Texas Prohibited Technologies list, clarifying warranty and service access, and expanding the statute to cover grid services more directly. Several senators raised concerns about cost, reliability, and the extent to which foreign-sourced components remain embedded in Texas infrastructure, while others suggested incentives for domestic manufacturing and stronger verification tools, including possible work with national labs such as Sandia.
TX
Transcript Highlights:
- Is it data-driven? The geography, where is it?
- data centers.
- There is the AI data centers. And so these AI data centers have different uptime requirements.
- So you, you mentioned mission critical data centers and then AI data centers. Help me.
- and reliability.
Bills:
HB 1951, HB 2715, HB 3092, HB 3237, HB 3278, HB 3511, HB 3592, HB 3675, HB 3778, HB 3782, HB 3826, HB 3970, HB 4016, HB 4049, HB 4341, HB 4344, HB 4406, HB 4427
Keywords:
collective bargaining, public works, government contracts, labor agreements, state funding, removal from office, political subdivisions, local government, judicial proceedings, administrative judicial region, electric transmission, public convenience, landowner consent, utility regulation, energy infrastructure, energy consumption, higher education, governmental entities, sustainability, electricity reduction
FL
Florida 2025 Regular Session
December 9, 2025 - 08:30 AM
Transcript Highlights:
- DATA CENTER INDUSTRY REPRESENTING LEADING DD HE SENT DATA CENTERS AND OPERATORS AS WELL AS THESE COMPANIES
- EVERY DATA CENTER COMES WITH RELIABLE SUPPORT FOR ECONOMIES BY PROMOTING JOB CREATION WITH RESTAURANTS
- TO THE OPERATION OF DATA CENTERS.
- TO THE EDGE DATA CENTERS.
- IN MANY WAYS DATA CENTERS AND AI ARE ALREADY PART OF THE REASON FPL CAN MAINTAIN STRONG RELIABILITY AND
TX
Transcript Highlights:
- And again, broken down into two data sets.
- And the irony is that as these data centers get in line, And the irony is that as these data centers
- Corporation, or NERC, the federal reliability regulator, to improve reliability standards that enhance
- I don't have that data right in front of me.
- What we’re actually seeing more of a trend is data centers, because data centers don’t really care where
KY
Kentucky 2025 Regular Session
Interim Joint Committee on Natural Resources and Energy (11-6-25)
Transcript Highlights:
- these data centers and things like that. these data centers and things like that.
- plethora of data centers there the data plethora of data centers there the data center<00:21:00.480
- if you will, of the data center tariff. if you will, of the data center tariff.
- <01:02:22.079>
Data subsidizing uh data centers. Data subsidizing uh data centers. - So, uh data center load, it's complex. So, uh data center load, it's complex.
Keywords:
Meeting Start 00:00:00
Attendance Roll Call 00:00:10
Approval of Minutes 00:01:19
Helping Power Kentucky's Growth (LG&E/KU) 00:01:39
Update from Kentucky's Electric Cooperatives 00:47:35, 958, all
Summary:
The committee met with a quorum, approved the minutes from the previous meeting, and then heard a presentation from LG&E and KU representatives Caroline Clark and John Bevington on economic development, energy demand, and the utility’s role in supporting Kentucky’s growth. Bevington described the company’s service territory, generation fleet, and recent economic development activity, including 76 projects supported in 2024, more than $2.8 billion in private investment, and over 3,000 new jobs. He emphasized that data centers are now the dominant driver in the pipeline, with 22 data center projects representing about 8.7 of the 9.7 gigawatts of potential demand, alongside other manufacturing and commercial projects.
A major focus was how data centers choose sites and how utilities respond. Bevington explained that hyperscale data centers typically approach utilities first because they need transmission-level access, and that utilities then conduct internal analyses, estimate infrastructure needs, and require financial security before proceeding. He said the company is working through formal transmission studies and long-lead infrastructure planning, and noted that Kentucky’s sales tax exemption for data centers helped attract interest. He also outlined the economic benefits of data centers, citing an announced Louisville project of 525 megawatts and about $11 billion in investment, with an estimated $500 million in new tax revenue over 10 years, plus broader job and GDP impacts.
Members asked about whether data centers could generate their own power, the reliability of the pipeline numbers given confidentiality and nondisclosure agreements, and cybersecurity concerns. Bevington said the company does not assume all pipeline projects will materialize in Kentucky and instead assigns probabilities to avoid overbuilding. He also said he was not the right person to address cybersecurity in detail but offered to return to a committee focused on IT or security. In response to questions about future supply, he said LG&E and KU are adding generation through a 120-megawatt solar facility in Mercer County, a 120-megawatt solar purchase in Marion County, and a 645-megawatt natural gas combined-cycle plant in Louisville, with PSC approval recently granted for additional generation and related system upgrades.