Video & Transcript Research : 'algorithmic decision making'

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ND

North Dakota 2026 1st Special Session

Agriculture and Water Management Committee Jun 17th, 2026 at 09:00 am

Agriculture and Water Management Committee

Transcript Highlights:
  • better decisions.
  • We've developed decision-support tools that help our producers make more informed financial decisions
  • We've developed decision-support tools that help our producers make more informed financial decisions
  • What truly makes the institute What truly makes the Institute a North Dakota asset is our state advisory
  • a decision.
Keywords: 908, all
TX
Transcript Highlights:
  • make.
  • saw the local control related aspects of that district making decisions.
  • decisions in your mind.
  • So I think it's a fascinating on the decision making, and I appreciate your input. Senator West.
  • That's why I'm making the statements I'm making as it relates to school districts being able to have
ND
Transcript Highlights:
  • Does that what makes this really make sense?
  • And obviously, you're the appropriators and you're the ones who make the decision on the formula, but
  • And obviously, you're the appropriators and you're the ones make the decision on the formula, but it's
  • And this has got to make sense. And if this is what drives that decision, fine.
  • That makes sense?
Keywords: 908, all
Summary: The Higher Education Funding Committee met to discuss possible changes to North Dakota’s higher education funding formula, with a particular focus on separating the UND School of Medicine and Health Sciences MD program from the general formula. Dr. Jenkins outlined several options for the MD program, including a fixed-funding model, a hybrid model, or keeping it in the formula, and emphasized the need to preserve strong support for medical education while making future funding clearer. He also discussed efforts to increase the share of North Dakota students in the MD program through ND85, expanded recruiting, early acceptance pathways, MCAT prep, a four-plus-one program, and the Primary Care Accelerated Track, along with future cost pressures such as AI licensing and residency growth. The committee then reviewed a simplified funding model from the University System Office that would base funding more heavily on student FTE, credentials awarded, and a few incentive factors such as small institution and research adjustments. Members questioned the use of placeholder numbers, the lack of a clear methodology for the small institution and research factors, and whether the model would adequately account for differences among institutions, high-cost programs, and graduate education. Several members raised concerns that arbitrary factors would be hard to defend politically and could distort funding or create competition between schools, while others said the exercise was useful as a starting point for discussion. Alex presented a second alternative that kept the current SIP-code structure but increased CTE weighting, added a progressive economic size factor, and separated out the MD program. His model also added an on-campus face-to-face headcount component and a credentials component, with the intent of rewarding in-person enrollment and completions. Members questioned the use of headcount instead of FTE, how hybrid, online, dual-credit, and off-campus students would be treated, and why face-to-face enrollment was weighted more heavily than completion. No formal votes or final actions were taken; the committee instead continued discussion and asked members to provide direction on which elements, if any, should be developed further.
ND

North Dakota 2026 1st Special Session

Agriculture and Water Management Committee Jun 17th, 2026

Agriculture and Water Management Committee

Transcript Highlights:
  • And that makes us unique. It's a part of who we are.
  • We've developed decision-support tools that help our producers make more informed financial decisions
  • We've developed decision-supports tools that help our producers make more informed financial decisions
  • We make sure there's schedules and milestones.
  • a decision.
Summary: The committee met in Fargo and approved the minutes from the March 31 meeting before hearing a series of informational presentations focused on North Dakota agriculture, water, and research. NDSU President David Cook opened with remarks about NDSU’s land-grant mission, emphasizing statewide service through research, teaching, and extension, and highlighting examples such as the Lilac Agriculture startup and the university’s role in applying research to real-world problems. He said he intends to spend time listening across the state to better understand local needs. The committee then received a detailed presentation on a state irrigation and drainage study from Tom Bodine on behalf of Agriculture Commissioner Doug Goehring. The study projected significant potential for expanded irrigation acreage, especially in counties such as McLean, Williams, Sargent, Burleigh, Mountrail, McKenzie, McIntosh, Dunn, and Bottineau, and estimated major economic gains from irrigation, including higher farm returns and support for value-added agriculture. Members discussed water permits, surface water versus aquifers, infrastructure, drought resilience, and the role of legal drains in improving productivity and generating economic activity. The presenters also noted that the full report is available online. Dr. Greg Lardy followed with NDSU’s required interim report, outlining the university’s agricultural research and extension system, including the State Board of Agricultural Research and Education, seven research-extension centers, and the economic importance of agriculture to the state. He highlighted recent research impacts such as new crop varieties, potato breeding successes, virtual fencing, AI-assisted weed control, weather-network tools, and 4-H programming. He also described NDSU’s budget priorities: restoring the governor’s proposed 10% cuts, additional operating support, and deferred maintenance funding. Committee members asked about the new agricultural field lab, storage sheds, and NDSU’s partnership with Grand Farm. The committee also heard from the North Dakota Water Resources Research Institute and a professor presenting water-related research, including data center cooling, water reuse, smart irrigation, and a feasibility study on co-locating data centers with greenhouse and aquaculture production. Members asked about water use, ownership, and whether the concepts were operational or still speculative. Finally, North Dakota AgTech presented its NSF-funded innovation engine work, describing startup commercialization, on-farm trials, workforce development, and partnerships with NDSU, UND, tribal colleges, and other land-grant institutions. No formal votes were taken beyond approval of the prior meeting minutes.
KY
Transcript Highlights:
  • And if you could just make sure the green microphone light is on, introduce yourself for the record,
  • <00:26:45.039> sure synthetic fuels, we need to make sure synthetic fuels, we need to make
  • <00:29:03.360> sure companies, we always want to make sure companies, we always want to make
  • Uh you make Kentucky proud. Thank do. Uh you make Kentucky proud. Thank you. you. you.
  • But also the need to make sure that we're investing in more modern equipment overall too.
Keywords: 958, all
Summary: The task force met on November 4, 2025, approved the prior minutes without objection, and then heard a presentation from Amazon on its Kentucky aviation and logistics operations. Amazon described its statewide footprint, including its Boone County air hub at KCVG, its investment of more than $60 billion in Kentucky since 2010, about 20,000 jobs in the state, and its use of Amazon Air as a middle-mile network supported by third-party carriers. The company also highlighted small-business support, community relief efforts, and workforce development through Career Choice, including partnerships with Kentucky schools and aviation maintenance training. Members asked about Amazon’s most in-demand workforce needs, future operational challenges, and whether autonomous vehicles are used on the KCVG ramp. Amazon said it would follow up on workforce-demand details, identified customer-driven innovation and culture as ongoing challenges, and said autonomous vehicles are in testing but are not part of regular KCVG operations. Amazon also emphasized sustainability efforts, including alternative aviation fuel, and said it wants to work with the legislature to expand AAF production and supply in Kentucky. The task force then heard from Secretary Jeff Noel of the Kentucky Cabinet for Economic Development and Matt Wingate on the state’s aviation economic development strategy. They said aviation and aerospace are central to Kentucky’s logistics and economic-development goals, with aerospace identified as the state’s top export and air cargo as a major strength. They discussed outreach to general aviation airports, support for local grant matching, airport funding projects, workforce and education partnerships, and efforts to market Kentucky at aviation trade shows such as Paris Air Show and MRO America. No formal votes or other actions were taken beyond approving the minutes.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Transportation Jun 21st, 2026 at 01:00 pm

Joint Committee on Transportation

Transcript Highlights:
  • So I don't know how exactly to make that decision, but I know 15/15 is better than letting someone go
  • it safer for kids makes a huge difference.
  • They will also help consumers, particularly parents, make more informed decisions when considering an
  • Helmets, please make them mandatory.
  • Paris wheels bike shopping to make a plane for 40 years.
Keywords: 995, all
Summary: The Joint Committee on Transportation held a hybrid hearing on the governor’s Ride Safe Act, S. 3077, and related micromobility bills. Chairs and administration officials described the bill as a statewide, speed-based framework for e-bikes, scooters, mopeds, and similar devices, intended to replace outdated device categories with clearer rules for age limits, helmets, equipment, operating locations, registration, insurance for higher-speed devices, and restrictions on tampering. They also emphasized improved crash-data collection, a working group for future updates, and battery safety standards such as UL certification to reduce fire risk. Committee members asked about enforcement, shared-use paths, commuter rail accommodations, battery storage, and how the bill would apply to other vehicles like quads; the administration said some issues would need further study or follow-up. Testimony from advocates, municipal officials, and commission members was mixed but generally supportive of clearer statewide rules. Transportation and safety advocates backed the speed-based tier system but urged additional measures, including a default speed limit on shared-use paths, automated enforcement, and more funding for Complete Streets and Shared Streets programs. Bike shop and police representatives said current laws are confusing for riders and law enforcement and that better definitions and data reporting are needed. Several speakers stressed that enforcement and education will be critical, and that local patchwork rules are difficult to apply consistently. Medical testimony strongly supported tighter protections for young riders. Pediatric emergency and trauma doctors described a sharp rise in serious injuries and deaths involving e-bikes and scooters, including severe pediatric cases, and urged amendments adding a minimum age for faster devices and a universal helmet requirement. They argued that the force and weight of these devices make crashes more dangerous than conventional bicycles and pointed to past Massachusetts safety laws as evidence that age and equipment restrictions can reduce injuries. Some public testimony opposed the bill as written, especially from moped commuters who argued that gas-powered mopeds are being treated differently from comparable electric devices and should be included in the framework. They called for clearer rules on bike-lane access, insurance, parking, and statewide standards for mopeds as vulnerable road users. No votes were taken during the hearing; the committee heard testimony and questions only.
NM
Transcript Highlights:
  • But I do recognize the difficult decisions that you all are going to have to make this legislative session
  • So I just want to make two last comments.
  • But I don't know what makes those kids look.
  • I mean, we're making themselves sufficient.
  • What efforts are you making? Is the University School of Medicine making in that area.
Keywords: 996, all
MA

Massachusetts 2025-2026 Regular Session

Combatting Antisemitism Jun 21st, 2026 at 01:00 pm

Transcript Highlights:
  • Make no mistake about it.
  • ; it makes everyone less safe.
  • I hear what point you're making.
  • a decision.
  • You know, we all make mistakes.
Keywords: 995, all
Summary: The meeting began with roll call, approval of the May 5 minutes, and opening remarks thanking commissioners and the public for their attendance. The commission then heard testimony from former Ambassador Alan Solomont, who argued that antisemitism is rising in multiple forms, including white nationalist antisemitism and antisemitism tied to anti-Israel rhetoric after October 7. He said campus antisemitism should be addressed with nuance, distinguishing protected political speech from conduct that targets Jewish students, and warned against weaponizing antisemitism to attack higher education, civil liberties, or federal research funding. He urged the commission to use multiple definitions and frameworks, including IHRA, Nexus, and the Jerusalem Declaration, and to focus on campus-specific solutions, civic education, and civil discourse. Commissioners asked him about Tufts’ antisemitism training, the role of the federal government, the use of the IHRA definition, and how to improve civic education; he emphasized local campus responses, broader civics instruction, and protecting democracy and due process. The second major witness was Professor David Weber of Boston University, who testified on the BDS movement and anti-BDS laws. He described BDS as a campaign targeting Israeli businesses, universities, and institutions, and argued it functions as a propagandistic and discriminatory effort that fuels antisemitism and chills dialogue on campuses and in public life. He cited examples such as SodaStream, Ben & Jerry’s, and Brown University, and said anti-BDS laws in 37 states have been effective and constitutional because they regulate government economic activity rather than suppress speech. Weber urged Massachusetts to adopt an anti-BDS statute or executive order, saying the state’s large Jewish population and economic ties to Israel make the issue especially important. Commissioners questioned him about which states have such laws, the impact on dialogue and campus culture, possible legal frameworks, and whether BDS is really aimed at the Israeli government or at individuals and institutions; he maintained that BDS targets people and entities connected to Israel and that anti-BDS measures can help draw a line against illiberal conduct.
MA

Massachusetts 2025-2026 Regular Session

Combatting Antisemitism Jun 21st, 2026 at 12:30 pm

Transcript Highlights:
  • Rather than make them some vibrant ethnic subcultures is what makes America great and creates a synergy
  • that makes our country and creates a synergy that makes our country the greatest country in the world
  • I share this not to make me the experience.
  • I share this not to make me the experience.
  • Congratulations for making it this far.
Keywords: 995, all
Summary: The meeting was a special commission hearing on antisemitism held off-site at Kerem Shalom Synagogue in Concord, with commissioners approving prior minutes and noting a quorum, a rescheduled October 27 meeting, and the addition of a new commissioner. The co-chairs and host speakers emphasized the personal and communal significance of holding the hearing in a synagogue and the importance of confronting antisemitism while protecting free speech, academic freedom, and civil discourse. The commission heard from former SJC Justice and current UMass General Counsel David Lowy, who discussed the IHRA definition of antisemitism, said its use as nonbinding guidance does not raise First Amendment concerns, and described UMass’s response to a discriminatory academic conference policy. Commissioners also asked about campus speaker vetting, protest rights, and university practices for addressing antisemitism and protecting students’ access to education. District Attorney Marian Ryan testified about restorative justice as a tool for addressing hate incidents, saying it can help victims be heard, reduce reoffending, and be used in criminal, school, and community settings. She described local programs, online reporting forms, and the need for better statutory tools, including changes to restitution and education requirements in hate-crime cases. Commissioners asked whether restorative justice affects charging decisions, and Ryan said it should not alter whether a hate crime is investigated or charged. She also identified model programs and said the commission’s work aligns with the national strategy it is charged with implementing. Three rabbis then described the rise in antisemitic incidents in schools and communities, the emotional toll on Jewish families, and the need for stronger school responses, clearer language in incident communications, and better training for educators. Rabbi Brad David recounted repeated incidents in Acton-Boxborough and praised the district’s improved partnership and response, while Rabbi Tom Shah described parental anxiety, concerns about classroom materials lacking context, and the need for balanced instruction. The rabbis also discussed synagogue security costs and measures, including volunteer security teams, police support, grants, and physical protections. Commissioners said the testimony would inform forthcoming recommendations, and DESE staff noted they are developing instructional-materials guidance and a rubric for educators. The final witness, Professor Christina Miller, outlined hate-crime prosecution issues in Massachusetts, including mixed-motive cases, the need for clearer statutes and jury instructions, better training for police and clerk magistrates, guidance on sentencing and diversity-awareness programs, and the use of community impact statements.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Racial Equity, Civil Rights, and Inclusion Jun 21st, 2026 at 01:00 pm

Joint Committee on Racial Equity, Civil Rights, and Inclusion

Transcript Highlights:
  • Because when most people hear the Supreme Court has made a decision on... ...decisions.
  • And I think our concern is that many of them would be deterred from the decisions they were already making
  • You have hard decisions to make in the coming days because of what's coming from Washington.
  • These are people who are making the decision to educate themselves, to do better, to serve the community
  • AI will make sure of it.
Keywords: 995, all
Summary: The Joint Committee on Racial Equity, Civil Rights, and Inclusion held an informational hearing on “Protecting Equity in Higher Education” and emphasized that no bills were being heard. Members and witnesses focused on the effects of recent federal actions on DEI, admissions, financial aid, student loans, international students, and campus equity efforts in Massachusetts. Opening remarks from the co-chairs and the chair of Higher Education highlighted Massachusetts’ investments in free community college, expanded financial aid, and early college programs, while warning that federal policy changes could undermine those gains. Testimony from BU law professor Jonathan Feingold argued that many DEI practices remain legally defensible after Students for Fair Admissions v. Harvard, and that the decision did not end all race-conscious or equity-oriented efforts. He said the Trump administration’s anti-DEI actions and funding threats were legally suspect and had created confusion and a chilling effect. Bahar Akman-in-Boden of the Hildreth Institute testified that proposed federal cuts to TRIO, Gear Up, Pell Grants, SEOG, work-study, and student loan programs would disproportionately harm low-income, first-generation, Black, Latino, and other underserved students, and urged the state to prepare hold-harmless and advising supports using Fair Share revenue. Commissioner Noe Ortega described Massachusetts’ long history of equity in higher education and said the state has expanded aid, success programs, and early college, but still has work to do on attainment and completion. He said the state responded to SFFA by creating ACARE and continuing to defend equity practices, while also warning that federal disruptions and “dear colleague” letters have created uncertainty. In the second panel, state university leaders and campus officials said federal threats to Pell, DEI grants, Medicaid, and international student policies could affect access, campus operations, and the economy; they stressed that most state university graduates stay in Massachusetts and that institutions are continuing their equity practices despite federal pressure. Roxbury Community College’s president said RCC remains committed to open access and inclusion, noted enrollment growth, and said executive orders do not change existing law or the college’s obligations.
NM

New Mexico 2025 Regular Session

IC - Water and Natural Resources Jul 2nd, 2025

Water & Natural Resources Committee

Transcript Highlights:
  • And so we sometimes make a decision.
  • That's a long story, but in short, this new generation sometimes can't make good decisions.
  • and out-of-state environmentalist groups and activists, have had an undue level of effect on our decision-making
  • That just means whoever is there can make decisions and only have to have minimal approval from Those
  • I'll make it very quick. I just want to make sure in My head, I understand what I've heard.
MN
Transcript Highlights:
  • is what it will make.
  • You can still make pictures of yourself with purple hair; you just can't make yourself naked.
  • functions turned off you can still make functions turned off you can still make pictures<00:03:25.159
  • There are companies out there making money in this manner.
  • companies only do this and they make companies only do this and they make money<00:23:58.840>
Keywords: 1187, senate, all
AR
Transcript Highlights:
  • 40% of those payments, so 40% of the $51.8 million, were facilitated through cryptocurrency, which makes
  • Just kind of walk us through, or I guess make sure we all understand.
  • They make $160 billion on advertisements, at least that was reported last year.
  • Where would you prioritize them so we can make other states aware of it?
  • They look professional, familiar, making them very difficult to detect.
Summary: A joint House-Senate Insurance and Commerce meeting focused on the growing threat of financial fraud in Arkansas, with members and witnesses describing scams targeting seniors, small businesses, and working families. The committee first approved the November 3, 2025 minutes, then heard from the Arkansas Bankers Association, the American Bankers Association, banks, the Attorney General’s Consumer Protection Division, the Arkansas Mortgage Bankers Association, the State Bank and Securities Department, the Insurance Department, and AARP. Witnesses described common schemes including spoofed bank calls and texts, government imposter scams, romance and investment scams, business email compromise, fake job postings, gift card scams, check fraud, wire fraud, reverse mortgage scams, identity theft, and insurance fraud. Several witnesses emphasized that cryptocurrency kiosks and crypto transfers make recovery difficult or impossible, and that artificial intelligence is making scams more convincing and scalable. Witnesses repeatedly stressed education, verification, and coordination among banks, law enforcement, regulators, and consumers. Bank and mortgage representatives urged consumers to slow down, independently verify wire instructions, avoid clicking unexpected links, use tap-to-pay rather than chip or swipe when possible, and never share account credentials or one-time codes. The Attorney General’s office said it investigates consumer complaints, mediates disputes, works with social media platforms to remove scam ads, and recently created a Financial Fraud Task Force with bankers and other stakeholders. The State Bank and Securities Commissioner highlighted the Safe AR Act, the state’s crypto kiosk framework, and fraud education efforts such as “fraud bingo,” while the Insurance Department described its law-enforcement role and a range of insurance-related fraud schemes it prosecutes. AARP said fraud is widespread and underreported, especially among older adults. Members asked about reporting scams, how losses are handled, whether tap is safer than chip, how crypto fraud works, whether Arkansas has model legislation to address telecom and social media impersonation, and how local law enforcement and state agencies coordinate investigations. Witnesses said banks generally absorb much of the financial loss under federal rules, while consumers bear the inconvenience and account changes. Several witnesses said Arkansas should consider additional legislation to hold telecom companies and social media platforms accountable for spoofed caller IDs and impersonation ads, and one witness said a federal Scam Act is moving in Congress. No additional votes or formal actions were taken beyond approval of the minutes, but witnesses agreed to share consumer education materials and model legislation with committee staff.