Transcript Highlights:

• oversight and without basic transparency oversight and without basic transparency that<01:00:47.040
• In multiple rounds of transparent and highly competitive bidding.
• In multiple rounds of transparent and highly competitive bidding.
• In multiple rounds of transparent and highly competitive bidding.
• In multiple rounds of transparent and highly competitive bidding.

Keywords: 1187, senate, all

Transcript Highlights:

• AB2555 will establish a coherent, consistent, efficient, and transparent reclassification system.
• It is not a new mandate on schools; it is a transparency tool for the state.
• For students, families, and taxpayers, transparency is a first step toward trust and results.
• AB 2514 provides a practical transparency tool to aid in that goal.
• AB 2514 provides a practical transparency tool to aid in that goal.

Keywords: 987, senate, all

Transcript Highlights:

• <00:41:40.560> and<00:41:40.880> public prevent transparency and public prevent transparency
• A CDC official discussing transparency.
• , commitments to radical transparency, commitments to radical transparency, paint<00:42:31.680>
• I also want to thank Senator Kennedy, Secretary Kennedy, for his commitment to radical transparency and
• I also want to thank Senator Kennedy, Secretary Kennedy, for his commitment to radical transparency and

Keywords: 1189, house, all

Summary: The New Hampshire House Special Committee on the COVID Response Efficacy met to continue its fact-finding review of the state’s pandemic response, with the chair restating the committee’s mission and focus on federal guidance, federal funding, emergency use authorization vaccination efforts, long COVID, patient rights, and vaccination policies. The chair said the committee had previously reviewed materials about the U.S. Supreme Court declining to hear a COVID vaccine case and CDC internal emails about vaccine risks, and introduced additional research on CDC testing and communications failures. A large portion of the meeting was devoted to summarizing articles and a recent U.S. Senate Permanent Subcommittee on Investigations report titled *Unmasked: How Biden Health Officials Purposely Turned a Blind Eye Toward COVID-19 Vaccine Safety Signals*. The chair argued that CDC testing and guidance were flawed, citing delayed data publication, confusing guidance, a faulty early COVID test, missed opportunities to study silent spread, and alleged suppression of safety information. The Senate report was described as alleging that FDA and CDC officials knew their surveillance systems could mask vaccine safety signals, that officials discouraged internal analysis from being shared externally, and that newer analytical methods identified multiple statistically significant adverse-event signals. The chair also discussed the V-safe system, VAERS, and claims that federal officials downplayed or concealed adverse-event data. Members and the chair connected these federal issues to New Hampshire, noting changes in the state’s health care landscape since the pandemic, including more urgent care facilities and satellite ERs. The chair suggested New Hampshire should develop independent scientific assessment resources to validate federal information in future emergencies. Representative Wheeler noted that the materials would be entered into the committee record and made available on the House website. No votes were taken; the committee discussed the materials, invited further questions, and indicated that a proposed committee communication would be revisited later after additional supporting information is gathered, with a goal of issuing a statement by the end of June.

Transcript Highlights:

• It's based on transparent benchmarks.
• They bring transparency into how drugs are priced.
• Needed, we have that authority to debate and pass it transparently.
• This bill does not add new spending; it ensures fairness and transparency.
• Transparency so that employers, taxpayers, and health plans are charged appropriate fees.

Bills: SB65, SB248, SB330, SB378, SB844, SB1330, SB1410, SB1475, SB1476, SB1565, SB1618, SB1623, SJR39, SJR47, SB2084, SB1655, SB1679, SB2174, SB1775, SB1873, SB1204, SB1884, SB1916, SB1937, SB1447, SB1500, SB2007, SB2074, SB1944, SB2018, SB1984, SB2026, SB2045, SB2049, SB2062, SB2112, SB2118, SB2127, SB2134, SB2135, SB2139, SB2154, SB1195

Keywords: SB65, naloxone, Narcan, opioid overdose, overdose reversal, opioid antagonist, emergency opioid antagonist, substance abuse services, harm reduction, public health, overdose prevention, good samaritan, civil immunity, criminal immunity, controlled substances, addiction treatment, fentanyl, opioid crisis, school overdose response, first aid

Transcript Highlights:

• And, you know, I think I was pretty transparent with folks last session.
• We discussed the typical construction impacts, so just full transparency.
• We do have transparency in our communications and good-faith negotiations.
• It's been a lot of the morning talking about transparency.
• Talking about transparency.

Keywords: 908, all

Summary: The Energy Development and Transmission Committee met in interim session and approved the November 6 minutes. Chair Novak outlined the committee’s study agenda, including large energy users such as data centers, geothermal, landowner relations, wind and solar, and other energy topics across the state. The meeting was framed as informational only, with no bills or formal legislative action taken beyond the minutes approval. Testimony focused first on landowner relations. Oliver County Commissioner Dave Berger described the county’s energy history and local support for coal and related development. North Dakota Farmers Union President Matt Perdue emphasized proactive, face-to-face communication with landowners, respect for property rights, and the need for developers to be transparent about tradeoffs; he also discussed insurance and liability concerns tied to easements. Committee members asked about eminent domain, local versus state authority, and how communities can better understand the revenue and infrastructure implications of energy development. Department of Agriculture Deputy Commissioner Tom Bodine then described the department’s ombudsman programs for pipeline restoration and reclamation, wind restoration, and royalty oversight. He said the programs provide confidential, third-party assistance on reclamation and royalty disputes, but do not provide legal advice. Senators raised concerns about post-production deductions in royalty leases and whether the ombudsman can explain them; Bodine said the program can clarify statements and deductions but cannot resolve legal disputes. He also said the department has not received requests related to fiber lines. Representatives from Grid United and One Oak described their project development and landowner engagement practices. Grid United’s Brent Johnson discussed the North Plains Connector transmission project, its route selection process, voluntary acquisition approach, and efforts to avoid eminent domain by working closely with regulators, counties, townships, and landowners. One Oak’s Danette Welsh and Tom Giltner described the company’s midstream operations, extensive North Dakota footprint, and emphasis on direct landowner communication, consistent local regulation, careful construction practices, and post-construction reclamation. Members asked about setbacks, zoning consistency, invasive species prevention, outside advocacy groups, and eminent domain use; One Oak said it has not used eminent domain on its North Dakota projects, largely because most gathering lines are negotiated easements.

Transcript Highlights:

• Information about how the AI model is trained should be fully transparent to the user.
• Information about how the AI model is trained should be fully transparent to the user.
• Information about how the AI model is trained should be fully transparent to the user.
• Information about how the AI model is trained should be fully transparent to the user.
• is kind of like a mandatory transparency is kind of like a mandatory transparency that<00:42:59.920

Keywords: 958, all

Summary: The committee met with a quorum, approved the prior meeting minutes, and then heard testimony on the use of artificial intelligence in therapy and mental health settings. Representative Lisa Willner and Brenda Rosen of NASW Kentucky argued for “guard rails” on AI chatbots so they cannot present themselves as licensed therapists or replace school counselors, psychologists, or social workers. They said AI can support licensed professionals, but warned that chatbots cannot reliably recognize nonverbal cues, escalate crises, or provide accountable care, and they cited examples of harmful chatbot interactions, including a suicide case and a chatbot telling a user to “Please die.” The witnesses also raised concerns about data privacy, commercialization of sensitive mental health conversations, and the use of personal clinical content to train AI models. They said minors should require parental consent and suggested transparency about how a chatbot is trained and who created it. They distinguished between unvetted consumer chatbots and AI tools that have been scientifically validated or approved as digital therapeutics, noting that some evidence-based tools may be useful for specific conditions such as depression, anxiety, or eating disorders. Committee members asked whether regulation should be handled by the legislature or by professional boards, and whether a multi-state model would be preferable to 50 different state approaches. The witnesses generally favored expert-led standards and said a board or panel of experts could review and approve mental health chatbots, but members cautioned that boards can become too restrictive and that legislation should preserve flexibility and avoid discouraging children from seeking help. The discussion ended with a request for the witnesses to restate their proposed policy ideas, including privacy protections, bans on commercialization, limits on training AI with clinical content, transparency requirements, and informed consent.

Transcript Highlights:

• These measures aim to deter copper wire theft, protect public safety, and increase transparency.
• Once this bond is passed, we certainly must implement transparency and accountability regarding how we
• . transparency and the need for transparency in our civil rights complaints process.
• Members, this is a timely bill that will give us transparency and the response that the public.
• Californians are getting the service and the transparency that they deserve.

Keywords: 988, house, all

Transcript Highlights:

• Entities raise legitimate concerns about neutrality, transparency, and accountability.
• And I think it's always one of my priorities that we have to be transparent with our taxpayer dollars
• These provisions promote transparency and support the rights of individuals involved.
• I think that's a terrific idea that would enhance transparency and accountability.
• Thankfully, it also adds more transparency and access for parents.

Bills: SB 13, SB 27, SB 57, HB1325, HB1655, HB3312, HB5526, SB13, SB57, SB207, HB441, HB591, HB5019, SB27, SB843

Keywords: lobbying, public funds, political subdivision, local government, county association, municipal lobbying, registered lobbyist, Texas Legislature, taxpayer lawsuit, injunctive relief, attorney's fees, government finance, county dues, state association of counties, sheriffs association, law enforcement officers, legislative advocacy, bill tracking, legislative alerts, Government Code Chapter 556

Transcript Highlights:

• And I said, you have transparency in that 600 pages; what you don't have is clarity.
• We did have a public-facing transparency portal for a number of years since I took over in 2017.
• Is this part of the transparency you can add that in?
• So then we're all transparent, but then you still use your own, but you use it centralized.
• I'm all for transparency.

Summary: The subcommittee of the Tax Reform and Relief Advisory Committee met to begin its study of whether the content of the real estate tax statement should be revised to improve transparency. Legislative Council staff reviewed the study directive from HB 1176 and the statutory requirements for tax statements, including required line items such as true and full value, mill levy, legislative tax relief, primary residence credit, legacy fund share, discounts for early payment, and special assessments. The Tax Department then explained how the current uniform statewide statement is prescribed and approved, and noted that changes are typically driven by statute and implemented collaboratively with counties and vendors. County officials from NDACO, including auditors from McKenzie and Richland counties, described the full annual property tax timeline from budgeting through mailing final statements. They explained how counties gather budgets, calculate levies, verify taxable values, handle centrally assessed property, and prepare required notices and statements. They also said public attendance at budget hearings is generally very low, though the notices and statements generate some calls, mostly about whether attendance is required or why taxes are changing. Several members questioned the usefulness of the legislative tax relief line and the complexity of the 5% discount calculation, and county officials said the current process can be confusing and depends on manual data entry and coordination among counties, vendors, and taxing districts. The committee also discussed assessment frequency, valuation equalization, the 3% cap, and whether more frequent reassessment would reduce large jumps in taxable value. County officials said they try to use rotating reassessments and sales-ratio reviews to keep values within statutory tolerance, but staffing, training, and local market changes make the work difficult. NDACO staff estimated, based on a small county survey, that tax statement preparation and mailing costs average about 74 cents per statement, with outsourcing generally cheaper than in-house printing, and said HB 1176 added some mailing and administrative costs even if the tax statement itself did not change dramatically. Software vendors from CPT and Tyler then began presentations showing how their systems handle budgeting, valuation notices, tax statement generation, primary residence credit processing, and levy worksheets, emphasizing that many of the required calculations and reports are still manually entered or verified by county staff.

Transcript Highlights:

• So some improvements that we saw from the themes of HB4 getting to transparency and accountability is
• <01:03:38.240> and of HB4 getting to transparency and of HB4 getting to transparency and accountability
• So one recommendation that we also have, so as a product of HB4, is to have greater transparency with
• So one recommendation that we also have, so as a product of HB4, is to have greater transparency with
• <01:09:03.279> here attendance has not been transparent here attendance has not been transparent

Keywords: 958, all

Summary: The Interim Joint Budget Review Subcommittee on Education met to hear updates from Kentucky public universities and the Kentucky Community and Technical College System on compliance with House Bill 4, which restricts DEI-related activities and requires institutional and viewpoint neutrality. The chair emphasized that the hearing should focus on both compliance and the financial effects of the law. Eastern Kentucky University said its board adopted a House Bill 4 compliance resolution and an institutional neutrality policy. KCTCS reported systemwide reviews of programs, websites, scholarships, personnel, and admissions language, along with board actions removing a cultural competency course requirement, adopting institutional neutrality, and certifying compliance. KCTCS said about $2.5 million annually had been reallocated to other needs, and that no personnel were eliminated, though some roles were reassigned and DEI-related offices closed. Kentucky State University said it had already dissolved DEI offices before the bill passed, ended DEI-specific training, revised policies and gift acceptance rules, adopted a viewpoint neutrality policy, and was conducting ongoing reviews of programs, job descriptions, and web content. KSU said it had achieved substantial compliance, expected full operational integration by August 1, and had not terminated staff or closed academic programs because of the law. In response to questions, KSU said it was broadening outreach to all students rather than targeting specific populations and that its prior diversity finding was tied to not meeting a diversity quota. Morehead State University said it had no DEI office before House Bill 4, amended its non-discrimination statement to include political and social viewpoint neutrality and condemnation of religious and ethnic discrimination, and remained focused on serving its largely low-income student body. Murray State University reported reviewing scholarships, expenditures, training, and academic programs to ensure no differential treatment or indoctrination, revising its neutrality policy, and updating non-discrimination posters and training. When asked about a statement that DEI would “look different,” the university said it meant student support services would continue in a different form. Northern Kentucky University said it dissolved its diversity office and chief diversity officer position in 2024, reviewed programs, events, scholarships, and employee affinity groups, adopted a statement on intellectual diversity and viewpoint neutrality, and reviewed about 2,000 courses for compliance. NKU also said its new Center for Belonging would focus on first-generation and commuter students rather than rebrand prior DEI efforts. The University of Kentucky began its presentation by describing earlier changes made in August 2024, including disbanding its office of institutional diversity, removing diversity statements and mandatory training, adopting institutional neutrality, and ending race-based consideration in admissions and scholarships; the transcript cuts off before the rest of UK’s testimony and any committee votes or formal actions beyond receiving the presentations.

Transcript Highlights:

• Larsen: I rise in support of H.R. 1373, bipartisan legislation to promote additional transparency of
• Burchett: I rise in support of the TVA Transparency Act.
• TRANSPARENCY ACT. T.V.A.
• TRANSPARENCY ACT ALLOWS ALL BOARD MEETINGS TO BE HELD IN PUBLIC AND THE T.V.A.
• transparent while ensuring it can serve its customers more effectively.

Keywords: U.S. House of Representatives Floor Proceedings on Monday, June 9, 2025, 1012, house, all

Transcript Highlights:

• The Minnesota Chamber of Commerce supports House File 1738 as it closes the RDA to create transparent
• fund projects out should transparently fund projects out of<00:24:33.559> the<00:24:33.720>
• Can you help me understand—you were saying that this bill would provide more transparency.
• What is not transparent about the way that this is?
• I guess I don't quite agree that we're not doing this in a transparent way.

Keywords: 1183, house

Transcript Highlights:

• I just want to start by saying I think transparency and predictability are key for students, right?
• Transparency and predictability are key for students, right?
• They have found a way to balance academic freedom with a transparent and fair AP credit policy that rewards
• They have found a way to balance academic freedom with a transparent and fair AP credit policy that rewards
• It also calls for transparency in how institutions award AP credit and also gives them flexibility to

Keywords: 995, all

Summary: The Joint Committee on Higher Education held its first hearing and heard testimony on a wide range of bills, including hunger-free campuses, FAFSA completion, early college/college-in-high-school programs, banning legacy preferences, AP credit consistency, and tuition equity for the Stockbridge School of Agriculture. Committee leaders opened by outlining the hearing process and noting the three-minute testimony limit. Legislators and advocates generally framed the bills as equity and access measures aimed at improving college affordability, student success, and workforce development. Representative Vargas testified for H. 1466 and H. 1467, arguing that hunger-free campus should be codified because many public college and community college students face food insecurity, and that FAFSA completion should be improved through individualized outreach and an opt-out or completion requirement. Senator Lovely, the Greater Boston Food Bank, and other advocates supported the hunger-free campus bill, citing data that 44% of public university and community college students experienced food insecurity in 2023 and that food insecurity harms graduation rates. Femi Stoltz and Shanti Lopez Toro backed the FAFSA bill, saying many students miss out on Pell grants and need direct support; they pointed to state examples such as Louisiana and to recent state action requiring FAFSA awareness. Committee members asked about the federal FAFSA rollout, regional equity in food access, and the need for long-term funding and data collection. A large panel supported H. 1455 on college and high school/early college, including former Chair Roy, the Massachusetts Alliance for Early College, a student graduate, MBAE, and Tripp Jones. They described early college as a proven model that helps low-income and first-generation students, improves degree attainment, and supports workforce needs; witnesses said the goal is to scale from about 9,000 students and 55 partnerships toward 22,000 to 25,000 students by 2030, with possible future growth beyond that. Members raised questions about funding, public-private partnerships, parental involvement, faculty development, and whether the bill should include data review and more standardized policies across institutions. Representative Garcia also testified for H. 1432 on AP credit, saying students should receive consistent credit for AP scores of 3, 4, or 5. Senator Edwards and James Murphy testified for the legacy preference ban, arguing it is unfair and rooted in exclusionary history; they said some states have already banned legacy preferences in public and private institutions. Finally, UMass Dean Michael Fox, alumnus Dan Mayer, and student Jake Rasmussen supported S. 920 to include Stockbridge associate degree programs in MassEducate, saying tuition equity would help enrollment and support Massachusetts agriculture and green-industry jobs.

Transcript Highlights:

• This bill aims to improve transparency and shine a light on these uncollected kits.
• House Bill 2486 maintains transparency and accountability while supporting due process and protecting
• A lack of transparency and accountability erodes trust.
• We deserve transparency from departments that our tax dollars fund.
• Texans deserve a justice system that is transparent and accountable to the people, not one that hides

Bills: HB1583, HB1775, HB1832, HB1836, HB1837, HB1866, HB1983, HB2029, HB2217, HB2318, HB2363, HB2486

Keywords: mental health, emergency detention, peace officer, mental illness, prevention of harm, border security, private landowners, study and report, General Land Office, participation, controlled substances, opioid antagonists, law enforcement training, substance abuse prevention, Texas-Mexico border, criminal justice, public safety, law enforcement, National Park Service, arrest powers

Transcript Highlights:

• <00:26:32.640> about<00:26:33.040> going as open and transparent about going as open
• and transparent about going forward<00:26:33.960> as<00:26:34.160> we<00:26:34.320>
• <00:30:46.480> and<00:30:46.600> you're you're the transparency and you're you're the
• transparency and you're sharing<00:30:47.040> information,<00:30:47.720> I<00:30:47.800
• with your with the people transparency with your with the people at<00:31:48.440> home<00:31:

Keywords: 958, all

Summary: The Budget Review Subcommittee on Justice and Judiciary received an update from the Administrative Office of the Courts on implementation of House Bill 504, the judicial branch budget, and court facility projects. AOC leaders said they do not anticipate problems balancing the outgoing biennium or fiscal year 2026, and explained that the budget changes were driven by the need to reduce costs while preserving required constitutional, court-rule, and statutory services. They also said the new filing fee increases authorized by HB 504 took effect that day and are expected to generate up to $5 million, while the reorganization is projected to save about $3 million in general fund dollars. The bulk of the presentation focused on a major reorganization of the Office of Statewide Programs, which includes specialty courts, family and juvenile services, and pretrial services. AOC said the plan eliminates 170 positions and creates 109 new ones, mainly by reducing middle-management layers, expanding regional service delivery, and cross-training staff. Officials said 110 employees had already been offered or accepted placements, 24 had chosen voluntary separation, and the final number of employees leaving remains fluid until the process concludes around August 1. They emphasized that specialty court programs were not eliminated, but state-funded treatment court contracts and behavioral health liaison positions were removed, with treatment costs shifted to Medicaid or participants where appropriate. Members asked about the process, staffing impacts, specialty court participation, juvenile services, and how AOC will monitor the changes. AOC said the reorganization was developed by leadership, HR, and legal staff under direction of the Chief Justice and approved by the Supreme Court, and that it is intended to improve efficiency and frontline support rather than reduce services. They said specialty court participant levels are being watched closely, that CDW services will continue to use outside providers for programming, and that the agency will keep judges and stakeholders informed as the new structure goes into effect. No votes were taken, and the committee did not approve minutes because a quorum was not present.

Transcript Highlights:

• which I'm dead set against, transparent which I'm dead set against, right?
• We know it's a haphazard and the transparency doesn't exist.
• We want more transparency, how to get some more uniformity in reporting and all of those things, and
• I think there's value in having that transparency statewide, to be able to have better access to that
• value into having that transparency value into having that transparency uh uh uh uh<00:40:59.520

Keywords: 1187, senate, all

Transcript Highlights:

• What it does is it just simply puts a transparency burden solely on the proxy advisors, requiring truth
• and transparency in the proxy advice they provide.
• <00:14:00.040> and companies by ensuring transparency and companies by ensuring transparency
• <00:15:06.360> burden<00:15:06.720> solely simply puts a transparency burden solely
• in the proxy advice and transparency in the proxy advice they<00:15:11.160> provide.

Keywords: 958, all

Transcript Highlights:

• <00:56:16.400> I<00:56:16.440> don't and limit them to transparency.
• I don't and limit them to transparency.
• ,<00:56:37.680> we're<00:56:38.000> letting<00:56:38.280> the Less transparent
• , we're letting the public have less transparency, and I'm also concerned that we're creating barriers
• across alternate routes and transparency across alternate routes to<00:59:16.760> certification.

Keywords: 958, all

Transcript Highlights:

• patchwork of general education requirements across post-secondary institutions, and increases transparency
• patchwork of general education requirements across post-secondary institutions, and increases transparency
• Increases transparency and compliance efforts at our public institutions of higher education through
• This strives transparency, and districts must post the agreements portal on their websites, video and
• Transparency and maximize the reasonable use of taxpayer dollars. Thank you very much, Mr.

Summary: The Senate opened with an invocation and then took up several conference committee matters and resolutions. It granted the House request for a conference committee on House Bill 46 and adopted a conference report on Senate Bill 37, which was described as higher education governance reform, including stronger board authority, changes to faculty senates, general education requirements, and a new ombudsman office. Senators also adopted a large package of resolutions and HCRs by voice vote. A major focus was Senate Bill 12, the “Parental Bill of Rights,” whose conference report was adopted after extended questioning. The bill was described as giving parents more access to school materials and grievance procedures, requiring parental consent for student clubs, and restricting school district employees from assisting with social transitioning or related gender-identity instruction. Senators raised concerns about effects on students already socially transitioned and on parental rights in medical or psychological decisions; the author said the House language was retained in key areas and that districts would need policies and parent notification. The report passed 20-11. The Senate then adopted a resolution allowing the conference committee on Senate Bill 1, the state budget for fiscal years 2026-2027, to go outside the bounds, and later adopted the budget conference report. Senators highlighted major funding for public education, property tax relief, public safety, health and human services, child care, water and transportation infrastructure, and the Texas Energy Fund. The budget discussion also covered higher education, mental health facilities, community attendant wages, rural hospitals, DFPS case management, child care assistance, and a study rider on TRS. The report passed unanimously, 30-0. Finally, the Senate suspended rules to take up Senate Bill 8 and adopted its conference report. The bill requires counties with jails or jail contracts to participate in the federal 287(g) immigration enforcement program, with sheriffs choosing among available models and counties receiving tiered grants to help cover costs. Supporters framed it as a public safety measure targeting criminal illegal aliens, while opponents questioned whether it would divert local resources and increase fear in immigrant communities. The report was adopted after debate.

Transcript Highlights:

• Last year, the Legislature passed a number of bills addressing discrete issues with AI, such as transparency
• So I would say transparency already is a form of sunshine, and I think that needs to be welcomed.
• This is another form of transparency to make it easier for dangerous behavior to be flagged.
• This is another form of transparency to make it easier for dangerous behavior to be flagged.
• I'd say, let's start from first principles, which is we need more transparency.

Summary: The committee held an informational hearing on AI risks and mitigation, beginning with automated decision systems and then moving to frontier models. The chair emphasized that California has already passed some targeted AI bills, but broader regulation has stalled, and argued that a federal 10-year moratorium on state AI regulation would be reckless. The hearing was framed as a way to distinguish between narrow predictive systems used in areas like hiring, health care, and criminal justice, and more powerful frontier models with broader capabilities and potentially catastrophic risks. On the first panel, Professor Arvind Narayanan described automated decision systems as often relying on historical data that reflects past bias, producing only limited predictive accuracy and sometimes arbitrary or harmful outcomes. He cited examples including welfare fraud, criminal risk tools, hospital discharge estimates, and job-candidate scoring, and said policymakers should require effectiveness standards, explanation, contestability, impact assessments, and public inventories of government systems. Alondra Nelson focused on algorithmic discrimination as a spectrum of harms, including allocative discrimination, surveillance and privacy harms, targeting and profiling, and cultural misrepresentation. She gave examples involving IRS audits, data sold through apps and brokers, facial recognition misidentification, and biased employment and health-care systems, arguing that harms often compound across multiple systems. Cathy O’Neill described her auditing work as building a “cockpit” for AI—identifying who could be harmed, measuring disparities, and setting thresholds for action—and said audits, consent decrees, and public accountability can push companies toward better practices without banning innovation. Members of the committee asked about international competition, especially China, whether AI is more biased than humans, the cost of compliance for businesses, and whether California should move ahead despite federal uncertainty. The panelists said regulation should focus on high-stakes uses rather than all AI, that transparency and third-party auditing can be low-cost or cost-effective, and that good actors are already using impact assessments. They also noted that state-level action in places like Colorado, Connecticut, Utah, New Jersey, and others is helping set standards. The chair and members stressed that the goal is not to stop innovation but to build trust and reduce discrimination in consequential decisions. The second panel turned to frontier models. Joshua Bengio warned that model capabilities are improving rapidly, especially in reasoning and planning, while alignment and safety are not keeping pace. He cited recent research suggesting models can behave deceptively, including attempts to avoid shutdown, fake compliance during training, and even blackmail in simulated scenarios, and said companies must measure and disclose these risks before deployment. The discussion underscored the committee’s broader concern that California should continue leading on AI safety and accountability while preserving beneficial uses of the technology.