Video & Transcript Research : 'census accuracy'

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WA
Transcript Highlights:
  • Census Bureau to build them tools for doing this My team had a cooperative agreement with the U.S.
  • Census Bureau to build them tools for doing this with census-sized datasets.
  • And over the last year, things have been pretty turbulent at the Census Bureau, and my partners there
Summary: The meeting was a press conference and Q&A led by Rep. Shaun Scott to promote the proposed Well Washington Fund, a new dedicated account intended to raise about $3 billion annually through a corporate payroll tax on wages above $125,000. Scott said the bill would help offset expected federal cuts under Trump-era policies and support programs most at risk, including cash assistance, higher education, health care, housing, and wildfire mitigation. He also referenced two related proposals: restoring wildfire mitigation funding by ending a tax break for large banks, and allowing counties to raise corporate taxes. Several advocates and affected residents testified in support of progressive revenue. Michelle Thomas of the Washington Low Income Housing Alliance warned that federal homelessness policy changes and state underinvestment could worsen homelessness and evictions. Christina Savitsky, a disabled veteran, described how Medicaid, food assistance, and work requirements would affect her family. Representatives from the University of Washington AAUP said federal cuts and Medicaid changes threaten teaching, research, workforce training, and hospital finances. Fatima Boxwala of Tech for Taxes and Mikey Stramskis of the Washington Federation of State Employees argued that large corporations and the wealthy should pay more to sustain public services and address understaffing, burnout, and service backlogs. In the Q&A, Scott said the bill may need an emergency clause to make it referendum-proof and argued that the legislature has a mandate to act, citing the 2024 capital gains tax referendum and the state’s regressive tax system. He acknowledged concerns about businesses leaving but said he was more concerned about working people being displaced by unaffordable housing, child care, and health care. No vote or formal committee action occurred; the event was a call for a hearing in the House Finance Committee in 2026 and for legislative passage in both chambers.
AL

Alabama 2026 Regular Session

Alabama House Special Session 2026 May 6th, 2026

Alabama House Floor Meeting

Transcript Highlights:
  • There is no emergency when the court still upheld that we have until after the 2030 census to redraw
  • Wait until after the 2030 census are taken. Then we come back and we draw the map.
  • And we thought we was going to drop down to six after that last census.
  • The current census...
  • The current census says about 63% of Alabama's population is white, about 27% is African-American.
Keywords: 1136, house, all
CA
Transcript Highlights:
  • The department is projecting a census of 8,317 by the end of fiscal year and 8,427 across its programs
  • adopted a standardized methodology to provide funding for patient-related OE items based on updated census
  • activations of DSH diversion and community-based restoration programs and programs serving lower census
  • a SharePoint site that enables the counties real-time information and access to their referrals, census
  • Currently, I think we're at a census. Currently, I think we're at a census of about 17 to 18.
Summary: The subcommittee heard presentations from the Department of State Hospitals (DSH), the Commission for Behavioral Health, and the Department of Health Care Services (DHCS) on budget proposals and implementation updates. DSH outlined its proposed 2026-27 budget, including funding for patient operating expenses, IST solutions savings, conditional release program costs, LPS bed allocation changes, electrical infrastructure projects at Napa and Patton, SB 380 transitional housing feasibility work, and expanded dental services at Metropolitan and Patton. DSH also reported that it has met court-ordered IST treatment benchmarks in the Stiavedi v. Clinton case, with average time to initiate treatment down to about five days and pending placements reduced to roughly 250, while noting that Proposition 36 could increase referrals and SB 1323 may divert some individuals earlier into community-based treatment. Members asked about rising outside hospitalization costs, Medicare enrollment, the timing and structure of capital projects, and whether IST solution funds are being fully used; DSH said the savings reflect slower-than-expected ramp-up of community programs and that the Central California FACT replacement program is still on track for January 2027 activation. The Commission for Behavioral Health described its role under the Behavioral Health Services Act (BHSA), including data, evaluation, grantmaking, technical assistance, and transparency work. It highlighted the new statewide Innovation Partnership Fund, a five-year, $20 million-per-year program with small and large grant categories; the first RFA drew strong interest, with more than 400 questions and over 1,000 bidders’ conference participants. The Commission also discussed a proposed extension to spend down about $4.1 million remaining for the Alcove Youth Drop-in Center grants so sites can finish implementation and Stanford can complete the final evaluation. Members asked about grant duration, whether projects can be renewed, what qualifies as innovation, and whether the fund could support service delivery rather than awareness campaigns or training; the Commission said awards are expected to be three-year contracts and that proposals must be new or meaningfully expanded approaches that support BHSA priority populations. DHCS reviewed major behavioral health changes under CalAIM and BH Connect, including peer support, mobile crisis, contingency management, traditional health care practices for tribal members, updated specialty mental health access criteria, and new substance use treatment standards based on ASAM’s fourth edition. DHCS reported strong contingency management results, with more than 13,000 members served and 95% testing negative for stimulant use during treatment, and said 21 Indian health care providers have been approved to offer traditional health care practices. It also described BH Connect initiatives such as the $1.9 billion access reform and outcomes incentive program, workforce investments, evidence-based practice expansion, IMD participation by four counties, and transitional rent services. On BHSA implementation, DHCS said it is not tracking individual county contract cuts but is monitoring county plans and statewide outcomes, while stakeholders raised concerns about local prevention and service gaps. DHCS also outlined its H.R. 1 implementation strategy, including outreach, streamlined renewals, exemptions for disabled, substance use, and medically frail individuals, and proposed clinic navigator and outreach funding; it said it has not yet produced a focused estimate of H.R. 1 impacts on behavioral health populations. The discussion ended with DHCS noting that B-CHIP bond funding has supported 437 infrastructure projects, creating 546 new or expanded facilities and more than 9,500 residential beds across the state.
CA
Transcript Highlights:
  • The department is projecting a census of 8,317 by the end of fiscal year and 8,427 across its programs
  • adopted a standardized methodology to provide funding for patient-related OOE items based on updated census
  • activations of DSH diversion and community-based restoration programs and programs serving lower census
  • Currently, I think we're at a census of about 17 to 18.
  • Currently, I think we're at a census of about 17 to 18.
Keywords: 987, senate, all
AR
Transcript Highlights:
  • relative to what these projections looked like in prior years and how they actually panned out for accuracy
  • So looking back, you know, 22, 23, 24, when we would have forecasted in, what was the accuracy of those
  • Yeah, so I do not remember the accuracy off the top of my head, but when you're talking about the two
  • What was the accuracy of those projections?
  • Yeah, so I do not remember the accuracy on top of my head, but when you're talking about the two years
Summary: The committee first approved the May 18 meeting minutes and then received a presentation from Legislative Audit on Arkansas Department of Education grant distributions. Auditors explained that the fiscal year 2025 report summarizes $4.6 billion in grants from state, federal, and miscellaneous sources, across school districts, charter schools, education cooperatives, and other entities, and that the report only shows amounts distributed, not how recipients ultimately used the money. Members asked about specific recipients and programs, including ClassWallet, Economics Arkansas, and CDC surveillance funding; department staff clarified that the Economics Arkansas grant is written into special language and that the CDC-related funding supports student surveys used by state agencies. Questions also focused on bonus and incentive programs such as master principal and National Board Certified teacher bonuses, with department staff saying the bonuses are generally tied to completion of the program or certification rather than classroom performance, though they would follow up on details. The committee then heard a Bureau of Legislative Research update on Consumer Price Index projections from Moody’s Analytics and S&P Global. Dr. Carlos Silva explained the difference between CPI-U and core CPI and said the estimates show inflation slowing over the forecast period, with some near-term variation between the two data providers. Members asked about the historical accuracy of prior projections, and he said the forecasts generally tend to move toward about 2 percent over time, though recent shocks have caused earlier estimates to understate actual inflation. The bulk of the meeting was devoted to the final adequacy report on teacher recruitment, retention, and salaries. BLR staff reviewed Arkansas teacher demographics, shortage areas, educator preparation pipelines, licensure exceptions, survey results from teachers and principals, and teacher support programs. They reported that Arkansas had about 32,800 teachers and 473,000 students in 2025, with an average of 11.9 years of experience and a slight increase in National Board Certified teachers. The report found shortages in multiple subject areas, especially special education, math, science, foreign language, and social studies, and identified 65 districts as high-need geographically. Survey results showed school leadership as the strongest positive factor in recruitment and retention, while workload and salary were the biggest negatives; 30 percent of responding teachers said they were considering leaving the profession. The committee also reviewed teacher salary data showing a statewide average salary of $60,254 in 2025, Arkansas ranking 45th nationally by NEA methodology, and a long-term inflation-adjusted decline in district salaries, though LEARNS Act increases improved the trend. Members asked for additional follow-up information on survey methodology, alternative licensure costs, coursework, incentives for ESL and special education endorsements, exit data, and how salary comparisons are calculated.
UT

Utah 2025 Regular Session

Economic Development and Workforce Services Interim Committee - November 19, 2025

Economic Development and Workforce Services Interim Committee

Transcript Highlights:
  • There is an outside entity that does a payment error rate measurement that audits states for accuracy
  • Each of these measures not only evaluates the accuracy of the department, but it measures the accuracy
  • So when you say achieve it at 6% or lower accuracy rate, what do you mean by accuracy?
  • Accuracy means that it is a national standard to evaluate the integrity of the SNAP program.
Keywords: 985, all
HI
Transcript Highlights:
  • We do recommend within our testimony one amendment in regards to complete and accurate accuracy of applications
  • SD2 HD1, relating to the expeditious redevelopment and development of affordable rental housing. accuracy
  • of uh applications submitted to accuracy of uh applications submitted to the<00:14:58.720> Department
Keywords: 910, house, all
Summary: The Housing Committee met on March 19 for a brief public hearing on two bills. SB 79 SD1, relating to historic preservation reviews, drew support from HHFDC, DLNR/SHIPY, and NAOP Hawaiʻi, with NAOP recommending a technical amendment to ensure applications submitted to the department are complete and accurate. No opposition or questions were raised during the hearing. The committee also heard SB 170 SD2 HD1, relating to the expeditious redevelopment and development of affordable rental housing. Testimony was generally supportive, including from HHFDC, Hal Māhu, Pacific Commercial Realty, KCOM Corporation, the Green Party of Hawaiʻi, the Maui Chamber of Commerce, and several individuals, with one person testifying in opposition. Supporters emphasized the need to speed affordable housing redevelopment, especially for Lahaina fire victims, displaced residents, workers, and people experiencing homelessness. A KCOM representative described proposed technical amendments to avoid special-law concerns and to clarify that a permit in process with the county should be sufficient if an emergency proclamation expires before completion. In decision-making, the committee voted to pass SB 79 SD1 with amendments and to pass SB 170 SD2 HD1 with substantial amendments. For SB 170, the chair described amendments to incorporate Pacific Commercial Realty’s proposed changes, clarify application-completeness requirements, exclude shoreline- and erosion-impacted parcels, remove references to flooding and tsunami, clarify an exemption from HRS 343 for certain permanently affordable multifamily projects in the SMA on historic properties, and move the bill’s provisions into statute. Representatives Cochran, Kagawa, and Peric were excused on the vote. The hearing then adjourned.
KY
Transcript Highlights:
  • However, we're concerned<00:30:58.320> about<00:30:58.640> psychometric<00:30:59.520> accuracy
  • concerned about psychometric accuracy. concerned about psychometric accuracy.
  • So, there is some concern about the accuracy of the testing.
  • 00:35:24.720> concern<00:35:25.200> about<00:35:25.440> the<00:35:25.760> accuracy
  • there is some concern about the accuracy there is some concern about the accuracy of<00:35:26.480
Summary: The subcommittee approved the minutes from the previous meeting and then took up several regulations. The first was a Department of Veterans Affairs regulation, with a staff amendment, to allow nurse practitioners to apply for the Veterans Affairs nurse loan repayment program year-round and to make technical drafting changes. The committee heard from the Office of Kentucky Veteran Centers, then adopted the staff amendment and approved the regulation without objection. The main item of the meeting was the Board of Optometric Examiners’ proposed amendment to 201 KAR 5:010, which would allow applicants to use the Optometry Examining Board of Canada written exam in place of part one of the National Board of Examiners in Optometry exam for licensure. The board said the change would improve access to care, provide an additional pathway for Canadian-trained candidates, and still require applicants to pass the remaining national board parts. Opponents, including NBEO officials, ARBO, Pearson VUE, and several optometrists, argued the Canadian exam is not equivalent, does not test the same biomedical science content, is not validated for U.S. scope of practice, and raises concerns about test security, transparency, and portability across states. They urged the committee to find the amendment deficient or vote no. Committee members questioned both sides about prior communication with the board, whether Kentucky would be the first state to adopt such a change, the rationale for the proposal, and the cost difference between the exams. Supporters said the board had received some written comments and one phone call, and that the proposal was driven by access concerns and the presence of Canadian students. Opponents said they had not had direct discussions with the Kentucky board before the hearing. No final vote on the optometry regulation is reflected in the transcript excerpt, but the committee heard extensive testimony and rebuttal before moving on.
MN

Minnesota 2025 1st Special Session

Committee on Education Finance - 01/21/25

Education Finance

Transcript Highlights:
  • Now we have some data from the most recent census on children with detailed racial groups.
  • That was the estimate coming out of the 2020 census.
  • on uh children with detailed census on uh children with detailed racial<00:23:57.279> groups<
  • <00:24:01.159> now released even though uh the census now released even though uh the census
  • now we would have expect that all census now we would have expect that all of<00:24:58.559> those
Keywords: 1187, senate, all
Summary: The Senate Education Finance Committee met on January 21 with a quorum present for the first meeting of the 2025 biennium. The co-chairs described the temporary power-sharing arrangement in the tied Senate, introduced committee staff and pages, and had members briefly introduce themselves and share what subject they would teach. After the introductions, the committee moved to a presentation from State Demographer Susan Brower. Brower reviewed Minnesota’s school-age population trends and projections, noting that the state had just under 1 million children ages 5 to 17 in 2023 and that, for the first time, the older adult population exceeded the school-age population. She said the school-age population is concentrated in the Twin Cities metro and other regional centers, and projected an overall decline of about 5% over the next 15 to 20 years, driven mainly by declining birth rates and long-running net outmigration of young adults. She also explained that growth is expected in some areas, especially along the I-94 corridor north of the metro, while northern regions are projected to see the largest declines. She clarified for members that her figures measure resident children, not school enrollment, and that boundary changes are not reflected in the district-level data. The presentation also covered demographic change among students. Brower said about 35% of Minnesota children ages 5 to 17 are children of color, with growing multiracial populations and increasing linguistic diversity. She reported that about 20% of school-age children have at least one foreign-born parent, and about 18% of enrolled students speak a language other than English at home, with Spanish, Somali, and Hmong the largest home languages. She also discussed child poverty, saying Minnesota’s rate is just under 10%, below the national rate of about 15%, and that poverty is concentrated in Minneapolis-St. Paul, some first-ring suburbs, and parts of northern Minnesota, including districts with larger Native populations. Members asked questions about whether the projections accounted for migration and whether open enrollment affected the figures; Brower said the data reflect where children live, not where they attend school, and that the projections are based on recent migration and birth patterns, with future changes more likely to come from international immigration than from domestic migration.
FL

Florida 2025 Regular Session

Senate in Session Apr 9th, 2025

Florida Senate Floor Meeting

Transcript Highlights:
  • Several times a year, the Department of Education came in and did a census, and then...
  • THIS LEGISLATION IS NOT ABOUT WEAKENING CHILD PROTECTION; IT'S ABOUT STRENGTHENING IT WITH ACCURACY AND
Bills: SJR4, SJR40, SJR81, SCR37, SCR39, SB22, SB32, SB33, SB36, SB38, SB95, SB209, SB249, SB311, SB326, SB365, SB458, SB609, SB660, SB664, SB693, SB732, SB745, SB760, SB762, SB779, SB783, SB785, SB868, SB871, SB883, SB921, SB955, SB993, SB996, SB1008, SB1057, SB1067, SB1151, SB1171, SB1210, SB1255, SB1265, SB1267, SB1271, SB1307, SB1313, SB1316, SB1318, SB1321, SB1332, SB1365, SB1426, SB1470, SB1484, SB1494, SB1559, SB1592, SB1596, SB1598, SB1637, SB1677, SB1706, SB1758, SB1762, SB1786, SB1809, SB1818, SB1822, SB1841, SB1871, SB1967, SB2064, SB2077, SB2112, SB2148, SB2320, SB2406, SB2407, SJR36, SJR81, SJR50, SJR4, SJR40, SJR27, SCR22, SCR12, SCR39, SCR38, SCR37, SB921, SB609, SB660, SB765, SB62, SB666, SB888, SB687, SB847, SB1248, SB504, SB305, SB296, SB284, SB304, SB1023, SB204, SB670, SB850, SB854, SB413, SB1346, SB1033, SB1220, SB1073, SB810, SB1539, SB447, SB1119, SB1505, SB1215, SB1302, SB583, SB673, SB681, SB1172, SB955, SB957, SB541, SB266, SB1415, SB53, SB1352, SB785, SB1450, SB1502, SB1566, SB1062, SB711, SB746, SB1404, SB1448, SB507, SB1026, SB1349, SB1355, SB1433, SB1434, SB1596, SB1403, SB667, SB1059, SB1567, SB310, SB311, SB505, SB1210, SB1470, SB264, SB1358, SB1364, SB1569, SB1376, SB1228, SB519, SB1350, SB462, SB827, SB1585, SB1484, SB1273, SB927, SB1227, SB1229, SB1353, SB1464, SB1709, SB1729, SB1733, SB1744, SB1772, SB1841, SB1008, SB2016, SB1173, SB1163, SB996, SB1370, SB1321, SB1101, SB860, SB993, SB693, SB1537, SB1332, SB1307, SB963, SB493, SB984, SB619, SB1122, SB455, SB522, SB1057, SB1239, SB1254, SB1255, SB1259, SB1341, SB1877, SB1277, SB32, SB732, SB731, SB268, SB1822, SB1589, SB397, SB1058, SB1267, SB2112, SB1930, SB532, SB508, SB292, SB291, SB901, SB1333, SB1436, SB1494, SB964, SB779, SB1378, SB2312, SB1719, SB287, SB2143, SB1245, SB261, SB1247, SB2406, SB2407, SB1882, SB618, SB38, SB393, SB1371, SB1365, SB2243, SB2226, SB2039, SB1919, SB1895, SB1598, SB1493, SB1810, SB1791, SB1706, SB1644, SB1238, SB783, SB458, SB22, SB651, SB897, SB1809, SB1080, SB745, SB826, SB989, SB1320, SB1437, SB2320, SB2289, SB1171, SB664, SB1637, SB2064, SB868, SB1079, SB1243, SB1504, SB1851, SB1879, SB2237, SB1257, SB2034, SB1522, SB883, SB249, SB1318, SB1151, SB596, SB1191, SB226, SB570, SB870, SB991, SB60, SB365, SB1067, SB1786, SB326, SB1401, SB1592, SB1728, SB1265, SB586, SB529, SB217, SB209, SB1923, SB1559, SB1839, SB387, SB1874, SB1872, SB1873, SB1921, SB1883, SB1677, SB95, SB1620, SB1838, SB2024, SB2429, SB1999, SB511, SB2309, SB2166, SB871, SB510, SB33, SB2420, SB1860, SB1541, SB1316, SB1314, SB1313, SB1426, SB1398, SB1869, SB1750, SB1871, SB36, SB855, SB1233, SB760, SB2425, SB2037, SB1758, SB1759, SB2365, SB1924, SB762, SB1271, SB1818, SB605, SB1405, SB1762, SB1968, SB1977, SB2077, SB2148, SB2321, SB1967, SB1662, SB1663, SB2124, SB2204, SB1855, SB863, SB37, SJR39, SCR1, SCR27, SCR32, SCR42, SCR6, SB2232, SB819, SB2078, SB2252, SB1962, SB2253, SB825, SB1577, SB1184, SB2018, SB2206, SB1901, SB1030, SB2368, SB1963, SB1960, SB1643, SB1625, SB1299, SB841, SB668, SB584, SB231, SB2411, SB1085, SB2431, SB2231, SB1490, SB530, SB34, SB1261, SJR81, SB32, SB458, SB664, SB693, SB868, SB1008, SB1267, SB1307, SB1321, SB1484, SB1637, SB1809, SB1822, SB2064, SB2112, SB2320, SB2406, SB2407, SB609, SB660, SB921, SB779, SB1470, SR388, SB3042, SB440, SB2876, SB3042, SB440, SB2876
TX
Transcript Highlights:
  • Finally, this voluntary option will enhance the accuracy of state data recording active military personnel
  • Accuracy in a service member's search is greatly improved with a social security number, which is also
  • And then enhancing the accuracy of the state database regarding military personnel.
MN

Minnesota 2025 1st Special Session

House Fraud Prevention and State Agency Oversight Policy Committee 4/7/25

Fraud Prevention and State Agency Oversight Policy

Transcript Highlights:
  • We have some of the highest pay and accuracy rates in the country, and we exceed federal standards on
  • It's, you know, again, we want the greatest level of accuracy possible.
  • At the same time, there is a tension between timeliness and complete accuracy, right?
  • want the greatest level of accuracy want the greatest level of accuracy possible.<01:28:55.600><
  • That's from, you know, a USDOL report called the Benefit Accuracy Measurement figure.
Keywords: 1183, house
AL

Alabama 2026 Regular Session

Alabama House Public Safety and Homeland Security Committee Apr 1st, 2026

Public Safety and Homeland Security

Transcript Highlights:
  • <00:27:31.200> than smaller based on the 2020 census than smaller based on the 2020 census
  • If you use a static number of census of 200,000 based on the 2020 census number, that would mean Montgomery
  • If you use a static number of census of 200,000 based on the 2020 census number, that would mean Montgomery
  • is less than what I described from a city council public safety meeting from two years ago. 2020 census
  • number, that would need mean 2020 census number, that would need mean Montgomery<00:30:37.919> would
ND

North Dakota 2025-2026 Regular Session

Senate Appropriations - Education and Environment Division Apr 2nd, 2025 at 09:00 am

Appropriations - Education and Environment Division

Transcript Highlights:
  • would change its allocation determination mechanism from the free and reduced lunch method to the census
  • would change its allocation determination mechanism from the free and reduced lunch method to the census
  • concerns with the way the Title funding will be allocated, going from the free and reduced to the census-based
  • allocations, what schools would have received for funding based on the free and reduced or based on the census-based
  • If we continue on and go with the census base, we'll be receiving $314 per kid.
Keywords: 908, all
Summary: The committee met to hear and discuss three education bills and related budget items. House Bill 1214 would revise K-12 transportation funding by replacing the current rider-based formula with a new formula tied more closely to district size, square mileage, building counts, and the weighted student payment. Sponsors and DPI said the change would better reflect actual transportation costs, hold districts harmless overall, and likely increase funding by about $4 million beyond current spending; they also said parent-provided transportation and open-enrollment mileage rules would remain largely unchanged. No opposition was heard, and the committee closed discussion without taking final action in the transcript. The committee then reviewed House Bill 1013, the education appropriations bill, and walked through proposed adjustments to program and pass-through grants. The chair proposed keeping or reducing some items, eliminating others, and moving one-time items to the stabilization fund; examples included leaving free meals at $4.5 million for now, keeping the paraprofessional-to-teacher program, reducing some grant lines, and removing several new or one-time grants. DPI also explained that the student information system would remain a flow-through grant for this biennium but would move in-house after July 1, 2026. The committee also discussed adding an FTE for the School for the Blind and making a small equipment swap at the Center for Distance Education. House Bill 1369 was discussed as the main school aid bill, including a proposed 2 percent and 2 percent per-pupil payment increase, higher construction bidding thresholds, elimination of the 12 percent cap, and a transfer of $75 million from Foundation Aid to the School Construction Revolving Loan Fund, with the chair suggesting $100 million instead. DPI explained that the bill also included a policy change returning placement decisions for students with disabilities in congregate care to the Superintendent of Public Instruction, with support from the governor’s office. The committee heard testimony from school officials seeking gap funding for Title I losses caused by a switch from free-and-reduced-lunch to census-based allocations, saying districts with many open-enrolled students could lose substantial funding and staff positions. Later, the governor’s office presented a proposed $1.5 million one-time appropriation to help schools buy secure storage for student cell phones if a statewide device policy is adopted; members raised concerns about cost, local control, and whether the money would be enough. The committee also heard student testimony and then recessed without voting on the amendment in the transcript.
CT
Transcript Highlights:
  • different sizes with older kids, as long as they are able to sort of accommodate that within the census
  • Accommodate that within the census of the program.
  • is that while these programs are of incredible value to the folks that we serve, they do run under census
  • Are of incredible value to the folks that we serve, they do run under census.
Keywords: 962, all
Summary: The meeting focused on maternal health and behavioral health services for pregnant and postpartum people in Connecticut. Dr. Fatmata Williams of DSS gave an update on the Husky maternity payment bundle, explaining that it was created in response to worsening maternal and neonatal outcomes and racial disparities. She said the bundle, launched in 2025, shifts payment away from fee-for-service toward prospective case rates, quality measures, and shared savings, while covering services such as doulas and maintaining access to behavioral health and other non-pregnancy-related care outside the bundle. She noted 26 maternity practices are participating, quarterly quality reports have been distributed, reconciliation is planned for 2026, and DSS is considering refinements such as adding newborns, revisiting shared losses, and possibly expanding to FQHCs after further stakeholder review. Shelly Nolan of DMHAS then described the state’s women’s services and recovery continuum, including pregnant and parenting treatment programs, women’s recovery support programs, community transition support with rent subsidies, the Proud program, REACH navigation, recovery houses, and outpatient services. She emphasized that many programs are under capacity and that DMHAS uses a no-wrong-door approach, real-time bed availability, technical assistance, and training to improve access. She also reviewed initiatives tied to substance-exposed pregnancies and safe sleep, secure storage, naloxone distribution, reproductive health integration, breastfeeding support, and upcoming conferences and trainings. She said the department works closely with DCF and community partners to reduce stigma and improve family-centered care. Beth Garrigan presented on the Access Mental Health and Substance Use for Moms program, a statewide consultation service for providers serving pregnant and postpartum individuals up to 12 months after delivery. She said the program offers real-time psychiatric consultation, referral support, and one-time face-to-face assessments, and has provided more than 4,300 consultations and resource/referral support to over 700 individuals since 2022. Members and legislators praised the service and discussed how it helps providers connect patients to care, follow up on referrals, and address barriers such as fit, stigma, and workflow. No votes were taken; the meeting ended with plans for the next meeting on June 8 and a request for Dr. Williams’ slides to be posted online.
AR

Arkansas 2026 1st Special Session

ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE Jun 15th, 2026

ALC-HOSPITAL, MEDICAID, & DEVELOPMENTAL DISABILITIES STUDY SUBCOMMITTEE

Transcript Highlights:
  • You wanted to talk about SNAP accuracy and what we are doing to help improve the accuracy rate.
  • are, say, three quarters of the way through a federal fiscal year in which we are measuring SNAP accuracy
  • harder things, but there is something else that we’re working on, and it is to help us with case accuracy
  • “FNS measures us on payment accuracy. They have, I think, back to the beginning of time.
  • I mean, we’ve always had payment accuracy rates monitored by FNS, reported to FNS, and it has always
Summary: The meeting focused on Arkansas’s workforce development reorganization and a set of federal waiver requests intended to consolidate and streamline the state’s WIOA system. Commerce officials said the department has already centralized shared services, split the old workforce agency into reemployment and Arkansas Workforce Connections, and submitted a combined WIOA/Perkins state plan. They described nine waiver requests, including replacing local workforce boards with a single statewide board, creating one planning and accountability structure, allowing more flexible movement of funds across regions, easing the “last-dollar” requirement for training and supportive services, reducing required youth program elements, and allowing affiliate sites instead of mandatory comprehensive centers. Officials said the goal is to reduce administrative costs and redirect more money to training, supportive services, and employer-driven programs. Legislators raised concerns about rural representation, local employer relationships, and whether local offices would close. Commerce officials said local offices would remain open, some current staff could be rehired, and regional business councils would preserve local employer input. They said the current system is fragmented and expensive, with roughly $14 million in federal workforce funds flowing through local boards but only about $1.9 million spent on training and supportive services last year; they argued the reorganization could raise training spending to about $6 million to $7 million annually. Questions also addressed board composition, performance accountability, and how funds could be shifted between regions when needs change. The State Board of Workforce Development had approved the waiver package 11-3 before it was submitted to the U.S. Department of Labor. Members also discussed workforce access for people with disabilities, child care and transportation supports, and the role of Arkansas Launch, apprenticeships, and career and technical education. Officials said vocational rehabilitation now has better access to the state job board and that referrals and data-sharing with DHS and other partners still need improvement. Several legislators emphasized the need for training to align more closely with employer demand, especially in manufacturing, technology, health care, and rural areas. The committee also heard a brief overview of Workforce Pell, with staff explaining that the new federal short-term Pell option has narrow eligibility rules and may not fit many existing programs, including some CDL and CNA programs.
CA
Transcript Highlights:
  • For example, criminal risk prediction tools typically have an accuracy of roughly in the ballpark...
  • For example, criminal risk prediction tools typically have an accuracy of roughly in the ballpark of
  • That means that there is an intrinsic limit to the accuracy of predictive AI.
  • The developer claimed over 90% accuracy, but the tool did pretty badly.
  • The developer claimed over 90% accuracy, but the tool did pretty badly.
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.
MN

Minnesota 2025-2026 Regular Session

House Health Finance and Policy Committee 3/9/26

Health Finance and Policy

Transcript Highlights:
  • House Bill 3454 will set a 40-year-old social work title accuracy exemption that was originally intended
  • House Bill 3454 will set a 40-year-old social work title accuracy exemption that was originally intended
  • Public trust and public integrity rely on title accuracy and transparency.
  • commissioner who will attest that the sky did not fall when their county honored so short title accuracy
  • The goal is really to get title accuracy for social workers, and we're going to keep going.
AZ

Arizona 2026 Regular Session

01/13/2026 - House Commerce

Commerce

Transcript Highlights:
  • recommendations for the department to obtain and review operators' independent audit reports to ensure the accuracy
  • auditor general, I think I had a question in mind, and that was, you know, how often do you see accuracy
  • And that was, you know, how often do you see accuracy on the reported progress of agencies in general
  • reviewed and addressed, with an average response time of four business days, balancing speed with accuracy
  • manager relied on information provided by the stadium concessions contractor without verifying the accuracy
Keywords: 1182, all
AZ

Arizona 2026 Regular Session

03/16/2026 - Senate Federalism and Family Law

Federalism and Family Law

Transcript Highlights:
  • fundamental: that we simply speak the truth, because truth should never be controversial and historical accuracy
  • Arizona speaks about a place with thousands of years of documented history, it should do so with accuracy
  • Arizona speaks about a place with thousands of years of documented history, it should do so with accuracy
  • and accuracy. see of documented history, it should do so with accuracy and intellectual honesty.