Video & Transcript Research : 'computational thinking'
Page 6 of 500
TX
Transcript Highlights:
- And I think that's a problem.
- I think really it's a question of how much compute capacity is needed based on what's happening with
- So I think what is already happening on the electricity side, and what I think So I think what is already
- I think when you think about these Witness: buildings, think about a modern submarine being built above
- I think they need more people then. Mr. Raymond: I think it's something, Mr.
Summary:
The Committee on State Affairs convened to discuss data centers and their impact on Texas's energy infrastructure. The meeting featured testimony from key representatives of the Public Utility Commission (PUC) and ERCOT, who outlined the evolving landscape of energy generation and the challenges posed by the rapid growth of data centers. Notably, ERCOT reported over 450,000 MW of generation resources planned for connection, with a significant portion attributed to data centers, which now represent around 87% of new large load interconnection requests.
The committee explored proposed changes to the interconnection process, including a new 'batch study' approach aimed at streamlining the approval of multiple projects simultaneously. This change is intended to address the challenges of managing numerous simultaneous requests and to provide more certainty for developers regarding their energy needs. Testimonies emphasized the importance of ensuring that the costs of infrastructure upgrades are borne by the data centers rather than residential ratepayers, with discussions around the financial commitments required from developers.
Several data center developers also provided testimony, highlighting the economic benefits of their projects, including job creation and increased local revenues. They expressed concerns about the potential for a moratorium on future growth due to the new interconnection rules and emphasized the need for a collaborative approach to address water usage and environmental impacts. The committee plans to continue discussions on these topics in future hearings, with a focus on balancing economic growth with energy reliability and resource management.
AL
Alabama 2026 Regular Session
Alabama Joint Contract Review Committee Meeting Jun 4th, 2026
Transcript Highlights:
- And I don't think they eat it. Yes, sir. And I don't think they eat it. >> Let me say this though.
- I think there’s a couple of community colleges that also provide that service.
- This is a computer system that we are building. >> Just Tetris? >> Yes, sir.
- You turn on the computer, the Mexico.
- You turn on the computer, the green little cursor just sits there.
KY
Kentucky 2025 Regular Session
Investments in IT Improvement & Modernization Projects Oversight Board (3-7-25) - Upon Adjournment
Transcript Highlights:
- So, it comes into their computer. computer. computer.
- And I think the experience, I think go.
- /c><00:43:03.680>
I I don't I don't think I I don't think I I don't I don't think I I don't think - computer.
- on their computer. on their computer.
Keywords:
Investments in Information Technology Improvement & Modernization Projects Oversight Board will met upon adjournment of both chambers. The time set is noon on YouTube, But the official time will likely vary based on chamber proceedings.
Meeting start 00:00:00
Roll Call 00:00:00
Tools for Managing Remote Work
Kentucky Personnel Cabinet 00:00:30
Kentucky Transportation Cabinet 00:20:20
Cabinet for Health and Family Services 00:33:10
Housing, Buildings and Construction 00:47:40
Commonwealth Office of Technology 00:56:20, 958, all
Summary:
The committee received testimony from Personnel Cabinet Secretary Mary Elizabeth Bailey and Deputy Secretary Robert Long on the state’s telecommuting policy. Bailey explained that telecommuting in the executive branch is governed by a statewide policy requiring eligible employees to work in the office three days a week and telecommute up to two days a week. Eligibility depends first on the position, not the person: public-facing jobs, roles requiring special equipment or insecure document handling, and other duties that cannot be performed remotely are not eligible. Employees and managers must complete training, sign agreements, comply with safety and IT requirements, and telecommuting privileges can be revoked for poor performance or discipline. She said the cabinet audits compliance and that telecommuting has helped maintain services during inclement weather, disasters, and building renovations. Bailey also said about 33% of the workforce is hybrid, 11% telecommutes full-time, and 56% does not telecommute.
Members asked about cost savings, eligibility, discipline, and technology requirements. Bailey said she did not have statewide cost-savings figures and referred that question to the Finance and Administration Cabinet. She said employees must have reliable connectivity and appropriate equipment, but there is no fixed broadband speed requirement; if an employee cannot connect, they must come into the office. She also said telecommuting postings indicate whether a position is eligible, and that performance issues are handled through progressive discipline rather than being ignored.
Transportation Cabinet officials then described how their agency manages remote work. Deputy Secretary Mike Hancock, along with IT and human resources leaders, said the cabinet follows the executive branch policy and actively manages telecommuting employees through Microsoft Teams, VPN access, daily standups, project tracking, and manager oversight. They said more than 2,600 of the cabinet’s 4,000 employees cannot telecommute because their jobs are public-facing or field-based, while about 35% are eligible to telecommute up to two days per week. The cabinet also has 13 state employees and 94 contract employees working full-time remotely in IT. Officials said telecommuting has improved recruitment and retention, supported emergency response and weather operations, and allowed the cabinet to continue working during storms and other disruptions. Members asked about phone equipment, monitoring, and “mouse jiggler” devices; officials said phones are often forwarded to personal or state devices, Teams shows real-time availability, and managers rely on daily accountability and project management tools to monitor work.
NM
Transcript Highlights:
- I think this would be its fourth year. Third or fourth year I think fourth year.
- I think is the top priority.
- I think on the legislative.
- I think it's really hard until there's urgency, so I think we can go there.
- So I think really critical thing is to also when we think about the.
Bills:
HB1
Keywords:
feed bill, legislative appropriations, legislative branch, New Mexico Legislature, general fund, legislative council service, legislative finance committee, legislative education study committee, house chief clerk, senate chief clerk, per diem, mileage, session expenses, interim committees, district staff, capitol complex, capital outlay data system, legislative processing system, redistricting, census redistricting
MN
Minnesota 2025-2026 Regular Session
Nudification technology access prohibited 2/19/26
Minnesota House Floor Meeting
Transcript Highlights:
- I think it's a really time-sensitive and important issue.
- I think it's a really in the session.
- I think we've all had a parent or all.
- And I think that's the reality for a lot of people, and we have to do something about this.
- Courts have held that computer code is speech. It's a dual nature.
FL
Florida 2025 Regular Session
March 5, 2025 - 10:15 AM
Transcript Highlights:
- So I think that's a great example.
- I think we just turn it on.
- I think we just turn it on.
- You know, we cannot compute. We can't. We cannot compute. We cannot. We can't.
- One of the biggest things I would say, not only from the compute, I think has been brought up, is the
Summary:
The subcommittee met to hear a panel discussion on artificial intelligence and automation in Florida government. Panelists from Worldwide Technology, OpenAI, the James Madison Institute, and the Florida Digital Service described AI as a tool to improve efficiency, constituent services, fraud detection, translation, HR workflows, public safety, and regulatory review, while emphasizing that AI should supplement rather than replace workers. They also stressed the importance of data readiness, workforce training, governance, and having existing technology systems and policies in place before broader deployment.
Members asked about public records concerns, vendor vetting, model integrity, and how to balance innovation with privacy and security. Chief Schoonover said agencies are already using or exploring AI in areas such as Medicaid analysis, environmental data, emergency management, tax forms, and child support, and noted that the Digital Service publishes prohibited vendor and application lists. OpenAI discussed its red teaming, safety evaluations, privacy controls, and government products such as ChatGPT Gov, and said it does not train on personal data or target users with ads.
The committee also discussed concrete examples of efficiency gains, including reduced call times, faster translation turnaround, and streamlined HR classification work, as well as concerns about job disruption and constituent access. In closing, members raised data center infrastructure and energy needs, with panelists noting that AI depends on substantial compute, power, cooling, and utility capacity. The chair concluded by encouraging continued dialogue and noting that future AI legislation should be targeted to specific problems rather than overly broad.
IN
Transcript Highlights:
- I think that is a worthy conversation. I think that is a worthy conversation.
- I think that's a fair conversation.
- It doesn't because I think you're thinking that they're never going to look at...
- Because I think you're thinking that they're never going to look at this, right?
- thinks they are.
KY
Kentucky 2026 Regular Session
House Budget Review Sub. on Primary & Secondary Education & Workforce Development (2-17-26)
Transcript Highlights:
- I don't think that it has KDE's website.
- One of the major distinctions that<00:36:05.119>
I <00:36:05.359>think that I think that - Uh but again I think from the that.
- <00:57:26.720>
after amazed on how those computers after amazed on how those computers after - think would be a neglect of our duties. think would be a neglect of our duties.
Summary:
The subcommittee met without a quorum and did not approve minutes, but heard testimony on budget line items for Data Seam and Teach for America. Andrew McNeel of Kentucky Free and representatives from the Commonwealth Policy Center argued that both programs rely heavily on recurring taxpayer support and should be re-evaluated. McNeel cited a 2020 Office of Policy and Audit examination of Data Seam, saying the program had received more than $30 million in state support since 2006, including $3.5 million in the current budget, and that the audit raised concerns about administrative overhead, alleged threats to districts, and the use of line-item language to justify sole-source contracting. He recommended suspending Data Seam funding this biennium, directing a new special audit, and requiring reimbursement of audit costs.
The witnesses also urged the committee to withhold funding for Teach for America, saying the organization’s materials and history showed a commitment to diversity, equity, and inclusion that they opposed. They pointed to past statements, leadership titles, and program language as evidence that DEI concepts remained embedded in the organization, and suggested any funding should be redirected directly to school districts instead. Mike Harmon and Richard Nelson echoed those concerns, while also saying long-running programs should be periodically reviewed for efficiency.
Teach for America Appalachia representatives then testified in support of the program. Executive director C.D. Morton described the organization as a teacher-preparation and leadership-development program serving rural eastern Kentucky, saying it had recruited and supported more than 325 teachers since 2011, with about 30 current core members in several counties and roughly 2,800 students impacted daily. He said the program helps fill hard-to-staff vacancies, that about 80% of teachers stay for a third year, and that many alumni remain in education. In response to questions from Representative Bojanowski about retention and cost, Morton said more than 60% of alumni are still in education, but he could not give a precise classroom-teacher retention number beyond the program’s broader alumni data.
TX
Texas 89th Regular
Appropriations - S/C on Article III Feb 26th, 2025
Appropriations - S/C on Article III
Transcript Highlights:
- I think about like a timeshare.
- I think a huge influx of care at the world class level.
- And so, we think that this, again, these things together.
- This transdisciplinary college intentionally merges the disciplines of computer science. computer engineering
- Well we think it opens the door to providing some care.
MN
Minnesota 2025-2026 Regular Session
Committee on Judiciary and Public Safety - 02/19/25
Judiciary and Public Safety
MS
Mississippi 2026 Regular Session
Government Structure - Room 216, 29 January, 2026; 4:30 PM
Government Structure
Transcript Highlights:
- <00:01:09.040>
room I think everyone in this room I think everyone in this room has<00:01: - I think was in the se ' 90s or 80s or I think was in the se ' 90s or 80s or something<00:01:38.400>
- And I would like for you to think this.
- And I would think that your explanation.
- 00:07:38.560>
department <00:07:38.880>of think everything that the department of think
Summary:
The committee first took up Senate Bills 2625 and 2636, both described as part of a broader effort to strengthen state cybersecurity. SB 2625 would create a state chief information officer at the governor’s office level to coordinate IT and cybersecurity policy across agencies. Members and the sponsor said it was a conceptual work in progress, and the committee added a reverse repealer before reporting the bill out as a committee substitute with a do pass recommendation.
SB 2636 would create a Department of Cyber Security focused on law enforcement and post-attack response, including investigators and coordination with DPS, the auditor’s office, local jurisdictions, and federal partners. Supporters said the goal was to improve collaboration, protect taxpayer information, and separate network protection and recovery from criminal investigation. Some members questioned whether the new department would overlap with existing IT and law enforcement functions, but sponsors said it was intended to clarify responsibilities rather than duplicate them. The committee added a reverse repealer and reported the bill out as a committee substitute with a do pass recommendation.
The committee also considered SB 2632, which would delay action on state disaster recovery funding while awaiting federal changes from FEMA/MEMA. The sponsor said the bill would give the state time to evaluate new federal disaster recovery rules and determine the best approach for Mississippi. The committee added a reverse repealer and reported the bill out as a committee substitute with a do pass recommendation.
Finally, the committee heard SB 2817, a Department of Public Safety reorganization bill. It would move the Bureau of Investigation, narcotics, homeland security, and the forensic lab under the State Bureau of Investigation to streamline command and allow more flexible staffing. It would also preserve a telecommunications fee, raise autopsy and salvage inspection fees, and continue discussion of DPS police powers. After questions about the autopsy fee and whether the reorganization would save money, the committee adopted a do pass motion. The chair also noted that SB 2673 would be studied further over the next year before any final action.
NM
New Mexico 2025 Regular Session
IC - Revenue Stabilization and Tax Policy Aug 14th, 2025
Revenue Stabilization & Tax Policy Committee
Transcript Highlights:
- I think that's filing separately.
- So, these are things to think about.
- And so I think, and again, you'd have to...
- Yes, I think that's what it means.
- I think, you know.
KY
Kentucky 2025 Regular Session
Legislative Ethics Commission (10-14-25)- part 3
Transcript Highlights:
- So I think would be appropriate. Yeah.
- <00:10:09.920>
in to make these uh purchases I think in to make these uh purchases I think - So I I think >> uh to receive the payments.
- So I I think would<00:10:40.800>
be <00:10:40.959>appropriate. - >> I I think $6,000 is below the dimminimous<00:10:52.800>
amount.
Summary:
The commission first returned from executive session and reported that no action was taken. It then approved a motion finding there was no reason to believe the respondent in case 25 LAC1 had committed or was about to commit a violation of the code, and dismissed the complaint under KRS 6.86(1)(b)3.
Members next reviewed and approved the September financial report, which staff said was based on state accounting data and showed the commission within year-to-date budget parameters. Staff also reported that all required forms for the recent reporting period had been filed and that there were no outstanding forms.
The main substantive discussion concerned a proposed one-year, $6,000 contract with Tyler Technology/Kentucky Interactive to add an online payment portal for the commission’s re-registration process. Staff said the system would let employers pay registration fees online using an employer ID, reduce manual handling of 3,000 to 3,500 forms and hundreds of credit card payments, and improve security by keeping credit card information out of commission staff hands. Members asked about user fees and procurement concerns; staff explained that users would still pay the existing credit card processing fee, that an e-check option would also be available, and that the $6,000 cost was viewed as below the de minimis threshold. The commission approved the contract.
In other updates, staff said informal opinions were included in the materials and remained confidential, reported on a presentation to the UK Martin School, noted that the regular session calendar would likely require meetings to shift during the legislative session, and said the commission’s statutory recommendations had been received by LRC and referred to a state government committee. The meeting then moved into executive session to discuss a personnel matter.
TX
Texas 89th Regular
Pensions, Investments & Financial Services Apr 23rd, 2025
Pensions, Investments & Financial Services
Transcript Highlights:
- So Houston Fire is pretty well funded, I think.
- to four and a half or five times what the computer actually costs when that computer is so long gone
- I think this is a great tool.
- I think we all agree that we want the best.
- And so I do think, I understand what you're saying.
Bills:
HB886, HB1514, HB2434, HB2688, HB2802, HB3161, HB3221, HB4029, HB4339, HB4591, HB4774, HB4802, HB4853, HB5627, SB1737
Keywords:
retirement, supplemental payment, benefits, Employees Retirement System, eligible annuitants, legislation, annuity, service credit, Employees Retirement System of Texas, employee benefits, pension reform, public retirement systems, municipality pensions, firefighters, police officers, retirement age, DROP program, actuarial studies, pension benefits, municipal retirement
AZ
Arizona 2026 Regular Session
01/22/2026 - House Artificial Intelligence & Innovation
Artificial Intelligence & Innovation
Transcript Highlights:
- I think all 50 really should have them.
- And AI does not think like a human. And AI does not think like a human.
- And AI does not think like a human.
- I don't think we're going to get there. But I also think realistically, if left unchecked...
- 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.
US
US Federal 2025-2026 Regular Session
Hearings to examine the nominations of Michael Kratsios, of South Carolina, to be Director of the Office of Science and Technology Policy, and Mark Meador, of Virginia, to be a Federal Trade Commissioner. Feb 25th, 2025 at 09:00 am
Commerce, Science, and Transportation Committee
Transcript Highlights:
- I think the... DOE already does that, and I think they should continue to do that work.
- I think it's very critical.
- I think Ms. Kahn acted illegally. I think Ms.
- I almost think you almost could.
- I think.
Keywords:
Senate Committee, Commerce, Science, Technology, Quantum Computing, Artificial Intelligence, FTC, Consumer Protection, Innovation, Emerging Technologies
Summary:
The meeting of the Senate Committee on Commerce, Science, and Transportation featured significant discussions regarding technological advancements and their implications for the future. Notably, nominations were made for key positions in the White House's Office of Science and Technology Policy and the Federal Trade Commission. Committee members expressed the importance of leading in emerging technologies like artificial intelligence and quantum computing, emphasizing that the pace of innovation is crucial for maintaining the United States' global position as a leader in technology. The discussions also highlighted the role of the FTC in protecting consumers from deceptive business practices and ensuring fair competition in the marketplace.
Attendees underscored the urgency of advancing research and development in areas such as quantum computing, as evidenced by a demonstration of a new quantum chip anticipated to redefine computing capabilities across industries. Various members engaged in vibrant exchanges, showing support for initiatives aimed at bolstering innovation through public and private collaboration. Overall, the meeting set a strong agenda for pursuing future science and technology policies that ensure the U.S. remains at the forefront of global advancements.
AL
Alabama 2025 Regular Session
Alabama House Ways and Means Education Committee Mar 19th, 2025
Ways and Means Education
Transcript Highlights:
- with the exception of I think an think with the exception of I think an think with the exception of
- So, I think we need to move on then um to um I think we need to move on then um to um I think we need
- So, think about how much wealth is So, think about how much wealth is So, think about how much wealth
- Yeah, I think just this morning. Yeah, I think just this morning. Yeah, I think just succinctly.
- this in I think this in I think 2002.
Keywords:
parental leave, state employees, local education agencies, adoption, work-life balance, family support, portable benefits, portable benefit account, independent contractor, gig worker, 1099 worker, freelancer, app-based worker, rideshare, delivery driver, worker benefits, health insurance, retirement benefits, life insurance, income replacement insurance
MN
Minnesota 2025-2026 Regular Session
House Fraud Prevention and State Agency Oversight Policy Committee 3/23/26
Fraud Prevention and State Agency Oversight Policy
Transcript Highlights:
- We think you will survive this.
- And it's been a few years, but I think it was 100 computers, phones, servers. It was enormous.
- And it's been a few years, but I think it was 100 computers, phones, servers. It was enormous.
- It's a basic in computer system.
- It's a basic in computer system. brakes. It's a basic in computer system.
WA
Washington 2025-2026 Regular Session
Committee to Hear SAO Performance Audits Jun 3rd, 2026
Transcript Highlights:
- I don't think we did not are aware of that.
- I don't think we did not are aware of that.
- district to OSPI's computer system?
- Maybe some of us might think we should be.
- So if you think of this as kind of—I like to think of things through analogy, so bear with me for a second—but
Summary:
The Joint Legislative Audit and Review Committee subcommittee heard a State Auditor’s Office performance audit on the accuracy and reliability of OSPI’s school apportionment system. Auditors said the system, which calculates and distributes K-12 funding using multiple feeder systems and a core apportionment engine, is outdated, unstable, inefficient, and at high risk of failure. They reported weak controls over data input, documentation, oversight, and staffing, and said OSPI relies heavily on manual workarounds, a few knowledgeable staff, and vendor support. In limited testing of three districts, the auditors found the system calculated funding correctly for the 2023-24 school year, but they identified nine small input discrepancies tied to differences between budget materials and state law, which they said could compound into larger dollar amounts. The auditors recommended replacing or modernizing the system and noted that delays in doing so prolong risk.
OSPI largely agreed that the current platform needs replacement and said it has been working toward a new system for years. Agency officials clarified that the Legislature requested a feasibility study in 2022, that the study found the system at risk of catastrophic failure, and that funding for a replacement is now in the state IT pool subject to OCIO/OFM gate reviews. OSPI disputed the audit’s characterization of the rounding and budget-law discrepancies, saying the issue was an agency rule and implementation choice, not an error that caused under- or over-allocation. Officials also said the current system is too old to easily absorb future formula changes, but that the planned replacement should be flexible enough to handle a new funding model if the Legislature adopts one.
Committee members asked about the amount and timing of the $16 million project funding, whether smaller districts face greater risk, how many times data is entered, and whether the funding formula should be simplified. Auditors and OSPI both emphasized that formula simplification is a policy question for the Legislature, not the audit. Public testimony came from one online witness, who urged full implementation of the audit recommendations and modernization of the system. The subcommittee took no formal vote and adjourned after the presentations and testimony.
TX
Transcript Highlights:
- I think this is about. Uh, some false sense of security.
- The central computer is the aggregation computer.
- The central aggregation computer tabulates votes by precinct.
- So we think this is a great bill.
- They ran computer batch reports to identify how many votes.