Transcript Highlights:

• This is comprehensive treatment and impairs daily functioning.
• AI systems Rely on access to data to function effectively, and the bill's undefined necessity standards
• repeated legalistic consent screens for features they want, leading to disengagement and disabled functionality
• Functionality.
• Law enforcement officers, firefighters, and EMTs must maintain full cognitive capacity.

Bills: SB20, SB53, SB86, SB96, SB129

Keywords: prior authorization, pharmacy benefits manager, PBM, health insurer, prescription drugs, step therapy, formulary, auto-adjudication, electronic portal, appeals, medical necessity, serious mental illness, mental health, schizophrenia, bipolar disorder, major depression, substance use disorder, addiction treatment, cancer, autoimmune disorder

Transcript Highlights:

• Without coverage for post-acute cognitive rehabilitation, those individuals cycle back into our emergency
• The leading clinical guideline bodies, specifically the International Cognitive Rehabilitation Expert
• Panel and the American Congress of Rehabilitation Medicine, both designate comprehensive cognitive rehabilitation

Bills: SB83, SB135, SB143, SB155, SB157, SB202, SB237, SB261, SB276, SB295, SB450, SB465, SB506, HB1070

Keywords: human trafficking, trafficking prevention, school safety, public schools, elementary and secondary education, charter schools, mandatory reporting, victim identification, victim services, child trafficking, sex trafficking, labor trafficking, commercial sexual activity, DCFS, Department of Children and Family Services, Louisiana State Police, governor's office of human trafficking prevention, counselor training, mental health professional, administrator training

Transcript Highlights:

• general pathways: traditional and alternative, which has been defined for students with significant cognitive
• Both include those with a regular diploma, as well as those with significant cognitive disabilities who
• DLM, the alternate assessment used for students with disabilities who have the most significant cognitive

Summary: The committee received a lengthy Bureau of Legislative Research presentation on Arkansas academic standards, accountability systems, and adequacy requirements. Staff reviewed how state curriculum and standards have evolved from the 1997 Public Education Act through the 2003 Quality Education Act and the 2017 Educational Support and Accountability Act, including required coursework, standards for accreditation, career and technical education, graduation requirements, and recent additions such as computer science, personal finance, firearm safety, and fetal growth and development instruction. Members asked for a chart comparing the major laws and repeals over time, and staff agreed to provide one. The presentation then turned to federal ESSA requirements and Arkansas’s state accountability system. Staff explained Arkansas’s long-term goals for proficiency, English learner progress, and graduation rates, and reported 2025 ATLAS proficiency results, which remained below the 80% goal across student groups. They also reviewed English learner progress, graduation rates, school support and improvement, and equitable access to educators. Data showed gaps by subgroup and by school poverty/minority concentration, with Title I and high-poverty schools more likely to have emergency/provisional teachers and less experienced staff. Members questioned the lack of recent data for some ESSA measures, including equity labs and school index calculations, and asked staff to follow up with the Department of Education. The committee also discussed NAEP results, ACT scores, and teacher quality measures under the state accountability act. Arkansas’s NAEP performance remained below national averages in fourth- and eighth-grade reading and math, and ACT composite scores and benchmark attainment were also reviewed. Members asked for additional information on historical highs and lows, the number of assessments students take by grade, dropout data, and comparisons with other states. No formal votes were taken; the main action was agreement to request additional information from DESE and to schedule department follow-up at a future meeting.

Transcript Highlights:

• to<00:18:57.919> be Uh but we're going to need to be Uh but we're going to need to be cognitive
• 59.039> when<00:18:59.280> we<00:18:59.520> make<00:18:59.840> rules cognitive
• I think of when we make rules cognitive I think of when we make rules and<00:19:00.640> laws,

Keywords: 918, senate, all

Summary: State legislators and farm leaders held an impromptu discussion focused on the impact of federal immigration enforcement activity, especially ICE presence in Minnesota, on agriculture and rural communities. Speakers argued that agriculture is central to the state’s economy and said fear of raids is causing legal immigrant and guest workers, including H-2A workers, to stay home, disrupting farms, food processors, restaurants, grocery stores, and other parts of the food supply chain. They also linked the issue to broader federal uncertainty, including USDA funding freezes and cuts, and said the lack of transparency from federal agencies is making it difficult for state officials and producers to plan. Senator Rob Kupec and Minnesota Farmers Union president Gary Wertish said ICE activity in both the Twin Cities and greater Minnesota is creating fear, trauma, and labor shortages, with reports of workers avoiding work, lunch trips, medical appointments, and school. Wertish said the organization supports comprehensive immigration reform and called for an end to the ICE surge, while also emphasizing the need to respect local law enforcement and the rule of law. Deputy Agriculture Commissioner Andrea Vaubel said immigrants are a critical part of Minnesota’s food and agriculture workforce, warned that labor shortages could raise production costs and food prices, and said the state would not have its current food supply without immigrant workers. In response to questions, speakers said they had anecdotal reports from rural areas such as Pelican Rapids, Willmar, and Detroit Lakes, but that the situation is changing quickly and many incidents may not yet be public. They said the lack of coordination with local law enforcement and the use of masks contribute to fear and confusion. Legislators said they have no direct jurisdiction over ICE operations but see their role as documenting what is happening, communicating with constituents, and avoiding state actions that would worsen the problem. They also said the issue is not purely partisan and may be mobilizing concern across political lines, especially among farmers worried about labor availability for planting and other seasonal work.

Transcript Highlights:

• estimates that over half of the American Indian population over the age of 70 have some sort of cognitive
• But there are others who do not, and 40% actually have some sort of cognitive impairment.
• That cognitive decline can be delayed two years by virtue of practicing these healthy lifestyle practices

Transcript Highlights:

• A break, even if brief, can help reset the mind, reduce cognitive fatigue, and enhance concentration
• for older legislators who may face age-related cognitive decline.
• cognitive fatigue and enhance<03:04:09.040> concentration<03:04:10.040> for<03:04:10.239
• decline taking breaks helps cognitive decline taking breaks helps maintain<03:04:16.160> mental
• Representative Weyler asked how this would function for out-of-state employers as well compared to New

Keywords: 928, house, all

Summary: The meeting was an introductory organizational session for the House Legislative Administration Committee. Chair Greg Hill and Vice Chair Vanessa Sheen welcomed members, introduced the new clerk and committee staff, and described the committee as generally nonpartisan and focused on bills on their merits. They also noted that many bills are handled on a consent calendar after discussion, and that the committee often works closely with staff, House counsel, and the House clerk on procedural matters. A substantial portion of the meeting focused on committee operations and expectations: how committee reports should be prepared and submitted, the use of electronic submissions, scheduling hearings, and the need for clear bill placards at the witness table for livestream viewers. Members discussed the committee’s calendar, including a proposed conflict with the governor’s budget address, and ultimately settled on moving the remaining hearings to February 19. The chair also emphasized advance notice for absences or amendments, and said executive sessions can be scheduled as time allows under current rules. House Clerk Paul Smith testified about his role as a nonpartisan officer and said he would be providing informational testimony on a bill affecting a law he sponsored years ago, as well as on a forthcoming PSLF-related bill for legislators. He also spoke about legislative customs, precedents, and the value of parliamentary procedure. The chair concluded with guidance on decorum: arrive on time, avoid interruptions during testimony, keep food out of the room, use electronic devices discreetly, and route questions through the chair for clarification rather than debate.

Transcript Highlights:

• Improper inhalation is known to cause dizziness, impairment of brain function, loss of motor control,
• always at your fingertips, unquote, or AI therapy in your pocket, or even claim to specialize in cognitive

Keywords: 988, house, all

Summary: The Assembly Business and Professions Committee heard several Senate bills focused on workforce training, public safety, health, and consumer protection. SB 1203 by Senator Smallwood-Cuevas would expand and modernize private security guard training, especially de-escalation training, and drew strong support from security workers and labor groups who described dangerous encounters and inadequate preparation. Opponents, including security firms and business groups, argued the bill would impose major costs, create staffing shortages, and push employers toward unregulated alternatives. The committee ultimately voted to pass the bill to Labor and Employment, with some members noting support contingent on future amendments about training capacity. SB 936 by Senator Blakespear would restrict retail sales of larger nitrous oxide canisters while preserving legitimate medical, culinary, and automotive uses. Supporters, including Orange County Supervisor Katrina Foley, counties, public health groups, waste agencies, and law enforcement organizations, said misuse of nitrous oxide is causing addiction, impaired driving, neurological harm, and disposal hazards. There was no organized opposition on the record, and the committee passed the bill to Public Safety. SB 1271 by Senator Reyes would require the Medical Board to collect data on licensed midwives’ capacity to serve as preceptors and train new students, with the information reported to the Legislature. Supporters said California’s midwifery pipeline is strained, especially in rural and birth-desert areas, and that more data is needed to expand training access. The committee passed the bill to Health. SB 903 by Senator Padilla would prohibit AI chatbots from being advertised or used as therapists without appropriate licensed-professional oversight and informed consent, and would reinforce confidentiality and patient-protection rules. Testimony centered on the death of a teenager after extensive interactions with an AI chatbot, with supporters urging stronger guardrails and opponents asking for amendments; the committee passed the bill to Privacy and Consumer Protection. The consent calendar item, SB 1165 by Senator Caballero, was also approved and sent to Revenue and Taxation.

Transcript Highlights:

• Improper inhalation is known to cause dizziness, impairment of brain function, loss of motor control,
• always at your fingertips, unquote, or AI therapy in your pocket, or even claim to specialize in cognitive

Summary: The Assembly Business and Professions Committee heard several Senate bills, with most of the discussion focused on worker training, public safety, and consumer protection. SB 1203 by Senator Smallwood-Cuevas would expand training and de-escalation requirements for private security officers. Supporters, including security workers and labor groups, said the bill would better prepare officers who often respond first to mental health crises and violent incidents. Opponents, including security industry representatives and business groups, argued it would impose major costs, create training bottlenecks, and could reduce licensed security coverage. The committee ultimately voted the bill out on a due pass recommendation to Labor and Employment, with some members noting future amendments to address training capacity and employer-provided training. The committee also approved SB 936 by Senator Blakespear, which would restrict retail sales of nitrous oxide canisters larger than 8 grams while preserving legitimate medical, dental, culinary, and automotive uses. Support came from county officials, public health groups, waste management organizations, law enforcement, and local governments, who described rising misuse, impaired driving, and recycling hazards. No opposition testimony was presented, and the bill passed to Public Safety. SB 1271 by Senator Reyes, aimed at strengthening California’s midwifery training pipeline by requiring data collection on licensed midwife preceptor capacity, also passed unanimously to Health. Supporters said the bill would help address shortages in rural birth care and improve access to training for aspiring midwives. SB 903 by Senator Padilla, which would place guardrails on the use of AI in mental health and psychotherapy settings and prohibit AI from being marketed as a therapist, drew emotional testimony from a mother whose son died by suicide after extensive chatbot interactions. Health and behavioral health groups supported the measure, while several industry and health organizations were opposed unless amended; the committee nevertheless sent it to Privacy and Consumer Protection on a unanimous vote. The committee also approved SB 1165 on consent and then adjourned.

Transcript Highlights:

• experience, independent living skills, and preparing for employment, with the students becoming fully functioning
• ...all the impairment-related behaviors and limitations that are a result of his, you know, the cognitive

Summary: The committee heard presentations on three Arkansas programs serving students and adults with autism and other developmental disabilities. University of Arkansas representatives described the Empower Program, a non-degree, four-year inclusive postsecondary program for young adults with mild intellectual disabilities, and the Autism Support Program, which provides intensive academic, peer, and career coaching for degree-seeking students with autism. They explained the programs’ person-centered planning, residential and employment supports, fee structure of $5,000 per semester for each program, and scholarship/fundraising efforts to offset costs. Members asked about dorm arrangements, mentoring, individualized plans, and how students move in and out of support services, and the presenters emphasized independence, integrated campus life, and transition planning. Pulaski Technical College staff then presented the 3D program, a three-year transition program in culinary, baking, and hospitality for students with intellectual and developmental disabilities. They outlined integrated classes, internships, job placement outcomes, and data showing strong completion and employment retention rates. Questions focused on how success is measured, tuition and financial aid, and the challenge of securing community partners for practicum and employment sites. The presenters said the program uses rubrics that include technical and professional skills, charges $5,700 per semester, and is pursuing accreditation through the Inclusive Higher Education Accreditation Council. The final presentation was from SLS Community, a Fayetteville nonprofit serving neurodivergent adults through residential supports, supported employment, and community initiatives. Leaders described their vision for a future mixed-use “live-work-play” development at Cato Springs, current residential and vocational services, and community events such as a 5K and a neurodiversity health care conference. Family members testified about the need for adult services, trained direct support professionals, and better reimbursement and behavioral health supports after age 21. No formal votes were taken beyond approving the prior meeting minutes, and members also announced upcoming autism-related events and requested future discussion on task force appointments and ABA-related issues.

Transcript Highlights:

• experience, independent living skills, and preparing for employment, with the students becoming fully functioning
• cues, all the impairment-related behaviors and limitations that are a result of his, you know, the cognitive

Summary: The meeting opened with routine business, including approval of the January 13, 2026 minutes, and a brief recognition of Autism Awareness Month. The task force then heard a presentation from the University of Arkansas College of Education and Health Professions on two student support programs: the Empower Program for non-degree-seeking students ages 18–24 with mild intellectual disabilities, and the Autism Support Program for degree-seeking students with autism. Speakers described academic coaching, peer and career coaching, residential supports, person-centered planning, internships, and scholarship/fee structures, noting that both programs charge a $5,000 per-semester fee and rely on scholarships and fundraising to offset costs. Members asked about dorm arrangements, individualized plans, and how students transition in and out of supports; presenters explained that Empower students remain in the program throughout, while Autism Support Program students may enter or leave services as needed. The committee next heard from Pulaski Technical College’s 3D program, a three-year transition and post-secondary program for students with intellectual and developmental disabilities focused on culinary, baking, and hospitality training. Presenters outlined integrated classes with traditional students, faded support over time, internships, and outcomes such as 97 students enrolled since the program began, 57 graduates, strong completion rates, and many graduates obtaining and retaining jobs in the food service industry. Members asked about how success is measured, why rates are not 100 percent, the role of integrated classes, tuition, and community partnerships; staff explained that grading includes technical and professional skills, tuition is $5,700 per semester, and scholarships such as GETS and FAFSA help reduce costs. They also noted plans to expand offerings and pursue accreditation through the Inclusive Higher Education Accreditation Council. Finally, the task force received a presentation from SLS Community, a Fayetteville nonprofit serving neurodivergent adults through residential supports, supported employment, community activities, and advocacy. Leaders described a long-term vision tied to the Cato Springs mixed-use development, where housing, jobs, clinical services, and community amenities would be integrated in a “live, work, play” model. They discussed a residential program, a new vocational program called Program Forge, community events, and the challenges of the “services cliff” after age 21, especially for adults with complex support needs. Members and parents spoke about the importance of trained direct support professionals, ABA-based supports, and the need for better funding and service models for adults. The meeting ended with announcements about upcoming autism-related events and a request for future discussion on task force appointments and broader issues around ABA oversight and misuse.

Transcript Highlights:

• called Lennox-Gastaut syndrome, which is characterized by having multiple types of seizures and cognitive
• note that the bill has a three-year sunset, so if the legislature. finds that this bill does not function

Keywords: 988, house, all

Transcript Highlights:

• Section 16 from the DHS policy bill adds a written functional assessment to the duties of a children's
• other dementias, promote the benefits of screening for early identification, increase the rate of cognitive

Bills: HF2115, HF2276, HF1644, HF99, HF2068, HF2707, HF2704, HF2406, HF1674, HF1579

Keywords: human services, aging services, disability services, behavioral health, long-term care, nursing home, nursing facility, assisted living, waiver services, medical assistance, Medicaid, case mix reimbursement, PDPM, RUG, direct care and treatment, developmental disabilities, day services, positive support, guardian, conservator

Transcript Highlights:

• Members, you remember this bill, relating to the continuation of functions of the vocational rehab division
• Many older adults are isolated, experiencing cognitive decline, or simply trusting by nature, which makes

Bills: HB112, HB199, HCR9

Keywords: school district, bond issuance, election dates, voter approval, Texas Education Code, HCR 9, Texas State Cemetery, Hill Country flood, July 4 2025 flood, Guadalupe River, Camp Mystic, memorial, monument, concurrent resolution, disaster remembrance, natural disaster, flood victims, survivors, State Preservation Board, Texas secretary of state

Summary: The Committee on Trade, Workforce and Economic Development met with a quorum and moved quickly through a long agenda, hearing testimony and taking recorded votes on several bills. Early in the meeting, HB 2214 was laid out to exempt certain short-term residential leases and leaseback arrangements from flood-disclosure requirements; Texas Realtors supported the change, and the bill was left pending. The committee then voted out a series of pending measures, including HB 46, HB 186 (with a committee substitute), HB 431, HB 1147, HB 1154, HB 2468, HB 2488, HB 2788 (with a substitute), HB 2791 (with a substitute), HB 3260, and HCR 90, all reported favorably to the full House, with HB 1147 receiving two nays and the others passing unanimously or nearly so. A major portion of the hearing focused on HB 112, which would create a Texas Science Park district and commission to support advanced manufacturing and innovation sites. The bill’s author and supporters, including Samsung Austin Semiconductor, the Texas Association of Business, and the Governor’s economic development office, argued it would strengthen supply chains, attract investment, and support national security and workforce development. Testimony described interest from semiconductor and advanced manufacturing companies and referenced the model of foreign science parks such as Sinshu in Taiwan. HB 112 was left pending after testimony. The committee also heard HB 3698 and HB 3699, both related to unemployment insurance administration. HB 3698 would expand eligibility for the Reemployment Services and Eligibility Assessment program using federal funds, while HB 3699 would tighten the definition of “last work” to help the Texas Workforce Commission investigate UI fraud. Both bills were discussed with TWC resource witnesses and left pending after the committee withdrew the substitutes. HB 1349, which would extend HOA transparency and property-rights provisions to condominiums and refine HOA rules, and HB 621, which would require HOA meeting spaces to be available for residents to reserve for qualified political candidates or elected officials, were also heard and left pending. Finally, the committee heard HCR 9 to designate the first Saturday of each month as Small Business Saturday, HB 199 to index unemployment benefit duration to the state unemployment rate, and HB 3466 to exempt certain cancelable service contracts from Texas’s in-home sales cooling-off law; each drew supportive and opposing testimony and was left pending before adjournment.

Transcript Highlights:

• This initiative has played a pivotal role in building high-functioning peer support teams within agencies
• for PTSD after attending a wellness talk, where he learned about evidence-based treatments like cognitive

Summary: The committee heard a presentation from Dr. Kelly O’Dare on first responder behavioral health access, peer support, and suicide prevention. She described UCF Restores, the Second Alarm Project, and related partnerships that provide culturally competent treatment, peer training, clinician education, disaster response support, and behavioral health navigation. She cited survey and state data showing significant rates of sleep problems, anxiety, depression, substance use, and suicide among Florida first responders, and said evidence-based treatment has helped many patients recover, including a reported 76% who no longer met PTSD diagnostic criteria after treatment. Senators asked about measuring outcomes, peer support standards, and whether the state should create more consistent statewide requirements; O’Dare said peer support training must be specialized, linked to higher levels of care, and supported by sustainable funding and statewide coordination. The committee also heard from a public commenter who supported the work and emphasized the need for adequate resources and peer support infrastructure. The committee then received a Department of Children and Families presentation from Casey Penn on the proposed funding methodology for community-based care lead agencies under HB 7089. Penn explained that the new model is intended to be actuarially based, reimbursement-oriented, and more transparent than prior funding approaches, using historical expenditures, standardized reporting, and two main tiers: Tier 1 for largely fixed administrative and operational costs, and Tier 2 for direct child-serving costs based on per-child-per-month blended rates. He said the model includes a 2% risk corridor for Tier 2, hold-harmless funding in the first year, and optional Tier 3 performance incentives, with an estimated additional state appropriation need after offsets. Senators raised concerns about prevention, historical inequities, reasonableness of costs, administrative overhead, blended state and federal funds, adoption subsidies, high-acuity placements, and disaster-related disruptions. Penn said some of those issues could be addressed in future iterations as the child welfare information system is modernized, and he agreed to provide written responses to committee questions. Representatives of the Florida Coalition for Children and CBCs responded that the model is a major improvement but urged additional safeguards, including an administrative cap, clearer separation of direct and indirect costs, and better treatment of federal and pass-through funds. They argued that the system already has oversight and that deficits reflect insufficient appropriations rather than excess spending, while also noting that higher-acuity children and regional differences can drive costs. No votes were taken on either topic, and the meeting ended with committee staff introductions and adjournment.

Transcript Highlights:

• to take up tab 1, which is tab 1, CS for SB 312, on the Florida Institute for Human and Machine Cognition
• The Institute for Human and Machine Cognition is a nationally recognized center of scientific and engineering

Summary: The committee took up several bills and reported each favorably after brief presentations, amendments, and roll calls. SB 1760, by Senator Grall, would require certain elected officials and agency heads to reside in Florida, with agency heads also required to be U.S. citizens and live in the county where their agency is headquartered; it also clarifies the constitutional prohibition on holding more than one office. SB 1202, by Senator McClain, expands insurance benefits for firefighters who are totally and permanently disabled during official training exercises, and its amendment was adopted to avoid local fiscal impact. SB 582, by Senator Leak, increases penalties for unlawful demolition of historic buildings and limits the higher penalty to properties on the National Register of Historic Places or in a listed district; supporters included representatives of St. Augustine and the Florida League of Cities, while one opponent waived in opposition. SB 312, by Senator Gates, revises governance of the Florida Institute for Human and Machine Cognition and allows affiliated nonprofit subsidiaries to enter agreements with universities; an amendment adding one public member to the board was adopted, and the bill was reported favorably. The committee then considered SB 676, by Senator Martin, which would allow employees to waive the state minimum wage right under a framework the sponsor said would help young or inexperienced workers gain entry-level experience. The bill drew extensive public testimony, with supporters arguing it could help small businesses hire and create opportunities, and opponents saying it would undermine the voter-approved minimum wage, invite coercion, and exploit vulnerable workers. Senator Martin’s amendment clarifying the Fair Labor Standards Act exception was adopted, and the bill passed on a favorable vote despite opposition from Senator Arrington and others. Finally, SB 440, by Senator McClain, was heard as an expansion of prior law to cover public employees and prohibit certain employment practices related to gender identity and pronoun use; after an amendment narrowing the bill by deleting references to training, instruction, or other activity regarding sexual orientation, the committee heard extensive testimony both for and against, with supporters framing it as protecting conscience rights and opponents calling it discriminatory. The committee ultimately reported SB 440 favorably as well.

Transcript Highlights:

• like a well-oiled machine in functioning like a well-oiled machine in Handover<00:47:29.440> I
• My understanding is that the only function of a photo ID when a voter presents themselves to the ballot
• <01:55:04.760> of<01:55:04.960> a<01:55:05.159> photo only function of a photo
• only function of a photo ID<01:55:07.119> when<01:55:07.280> a<01:55:07.440> voter<
• Mobility challenges cognitive Mobility challenges cognitive disabilities<03:38:34.399> or

Keywords: 1189, house, all

Transcript Highlights:

• around physician wellness and efficiency, helping to ensure that physicians can step back from the cognitive
• And that's a function of where they operate, who they serve, who they sell...
• And that's a function of where they operate, who they serve, who they sell to, and as such, I think it's
• And we found, by and large, the tool functioned extraordinarily well across a wide range of use cases
• And I really appreciated some of the previous panelists' insights into how these tools function within

Summary: The joint informational hearing of the Assembly Health and Privacy Committees focused on generative AI in health care, with opening remarks emphasizing both its potential to improve care and its risks around privacy, bias, liability, workforce impacts, and unequal access. Chair Bauer-Kahan and Chair Bonta framed the discussion around how California can encourage beneficial innovation while protecting patients, especially given the sensitivity of health data and the possibility that AI could worsen existing disparities if not carefully governed. The first panel featured representatives from Cedars-Sinai, Kaiser Permanente, Penguin AI, and Google, who described current uses of AI such as ambient clinical scribes, nursing documentation tools, imaging triage, maternal-fetal risk prediction, and administrative automation. Speakers said these tools can reduce clinician burden, improve patient experience, speed treatment, and in some cases improve outcomes, including a reported mortality benefit from a Kaiser predictive model and faster thrombectomy times at Cedars-Sinai. Members raised concerns about accuracy with accents and multilingual visits, whether predictive tools could reinforce bias or lead to more interventions such as C-sections, and how to ensure a human remains in the loop for important decisions. The second panel, including representatives from the California Health Care Foundation, UC Berkeley, and Stanford, focused on policy and governance challenges. Testimony highlighted examples of AI supporting homelessness outreach and community health work, but also warned that biased algorithms can encode inequities, especially when trained on data that reflect under-treatment of Black, rural, or low-income patients. Witnesses urged clearer standards for trustworthy AI, stronger monitoring and governance structures, better data access for accountability, and attention to the safety net’s limited resources. Several speakers argued that states should require health systems to have AI governance processes, clarify liability between developers and deployers, and regulate downstream uses of AI while preserving access to data for lifesaving research and oversight.

Transcript Highlights:

• I think I have signs of real cognitive decline.
• He was first diagnosed with mild cognitive impairment.
• He was first diagnosed with mild cognitive impairment.
• <04:03:39.279> for other functions for other functions for >> No,<04:03:39.920> I
• perform or provide some sort of function perform or provide some sort of function in<04:53:31.600

Keywords: 1189, house, all

Transcript Highlights:

• But I functioning in that classroom.
• functions.
• <02:12:10.960> functions.
• <02:12:11.599> It's<02:12:11.679> it's their cognitive functions.
• It's it's their cognitive functions.

Keywords: 916, all

Transcript Highlights:

• So currently students with cognitive disabilities have the opportunity to participate in an alternate
• 58.399> currently<00:08:59.120> students<00:08:59.519> with<00:08:59.760> cognitive
• <00:09:00.720> um So currently students with cognitive um So currently students with cognitive
• to 916, we were overidentified for Black/African-American students with a label of developmental cognitive
• label of developmental cognitive label of developmental cognitive disabilities.<00:19:33.120>

Keywords: 919, house, all

Summary: The Seclusion Working Group approved the minutes from its previous meeting by motion and vote. Members then began discussing a set of proposed recommendations submitted by Woodward, Havman, and Hull aimed at addressing concerns about the use of seclusion in special education settings. The recommendations focused on several areas: requiring a mental health professional on the IEP team before seclusion is added to a student’s plan; replacing passive parental consent with explicit written consent in the parent’s native language; limiting seclusion to students receiving setting 3 or setting 4 services; requiring annual review of seclusion frequency and duration data by the IEP team; and creating stronger monitoring and accountability through a reporting system modeled on Minnesota’s existing disproportionality process. The group also proposed mandatory annual staff training, more preventive crisis-intervention supports such as CPI and Ukeru, direct funding and technical assistance for districts, and incorporating restraint/seclusion data into disproportionality calculations. Members discussed how the proposed accountability system might work in practice, including whether a third party or parent reporting mechanism should be added. Woodward explained Minnesota’s current disproportionality framework, including year 1, year 2, and year 3 notifications and the possibility of required coordinated early intervening services if problems persist. Participants also raised concerns about whether schools should track law-enforcement involvement as an alternative or related response to student behavior; some noted that such data is already collected in certain district reporting systems and could be useful to monitor alongside seclusion data. The discussion remained ongoing, with no final action taken on the recommendations during this portion of the meeting.