Video & Transcript Research : 'benchmark testing'
Page 43 of 421
KY
Kentucky 2026 Regular Session
Budget Review Subcommittee on Education. (6-3-26)
Transcript Highlights:
- Um, when you take out and account for the average mean in the test, right?
- And we do a lot of benchmarking to our competitors, as you heard Travis talking about what CPE does as
- Again, a lot of benchmarking goes into that as well.
- ,<01:02:46.440>
as <01:02:46.640>you benchmarking to our competitors, as you benchmarking - Again, a lot of benchmarking<01:03:31.000>
goes <01:03:31.280>into <01:03:31.520>that
Summary:
The Interim Joint Budget Review Subcommittee on Education met for its first summer interim meeting, opened with prayer and the Pledge of Allegiance, and took roll. The first presentation came from Jerry Gels, principal of Ignite Institute in Erlanger, who focused on the rising cost of dual credit. He said dual credit tuition has increased from about $150 to $290 for a three-credit course over roughly five years, which he argued is discouraging participation, especially for working-class and low-income students. He cited Ignite data and broader college outcomes to argue dual credit improves college persistence, shortens time to degree, and reduces student debt, noting that many of his students enter college with substantial credit and that low-income students at Ignite have increasingly participated after targeted efforts and scholarship use. He also said the instructional labor is largely paid by county school systems, so he questioned the size of the tuition increase and said the committee should examine how the costs are being set and whether college tuition should be stabilizing as more students arrive with credits already earned.
Members asked about who pays for dual credit, the role of state scholarship support, and whether tuition varies by institution. Gels said students in his district generally pay the dual credit cost themselves, though some districts may cover it, and he noted the dual credit scholarship now covers fewer classes than before. He said the price appears to be set centrally rather than varying by university, and he emphasized that the higher cost is creating barriers even though the courses are taught largely by local teachers on school payrolls. He also described Ignite’s efforts to expand access for free- and reduced-lunch students, saying participation among that group rose from 27% with no dual credit to about 90-92% taking at least one dual credit class.
The committee then heard from the Goldwater Institute, represented by Michael Frazier and Dr. Tim Minella by Zoom. They argued Kentucky’s public universities should face stronger accountability and transparency, citing declining public confidence in higher education, rising costs, and what they described as administrative growth and research spending that does not clearly benefit students or the Commonwealth. They proposed requiring a 10-year accounting of staffing growth by category, comparing it to enrollment and low-income Kentucky enrollment, and limiting non-STEM faculty teaching releases for research unless approved under a baseline consent process. They also criticized certain university-funded research projects as examples of misdirected spending and said public reporting should distinguish Kentucky residents from non-residents more clearly, pointing to a reported decline in low-income in-state undergraduate enrollment. No votes or formal actions were taken during the meeting.
FL
Florida 2025 Regular Session
March 26, 2025 - 11:30 AM
Transcript Highlights:
- We now have guidelines in place to provide objective benchmarks, and by removing these benchmarks, we
- So these benchmarks provide the jury the actual numbers to know that the charge of $216,000 is an inflated
Summary:
The committee met with a quorum and considered a large agenda of bills, mostly in the criminal justice, courts, civil procedure, and family/consumer protection areas. Early measures included CS/HB 1161 on removing altered sexual depictions posted without consent, HB 403 modernizing LLC law to allow protected series LLCs, CS/HB 97 on service of process in protection proceedings for vulnerable adults, and HB 813 as the state courts package addressing duty judges, arbitrator compensation, and notarization by judges. All of those bills were reported favorably, with HB 403 and HB 813 amended. The committee also heard and advanced CS/HB 947 on evidence of medical damages in personal injury and wrongful death cases, which drew substantial opposition from insurers, business groups, and defense-oriented witnesses, while the sponsor argued it would let juries hear all relevant evidence; it passed 19-3.
Members also approved CS/CS/HB 615 allowing electronic delivery of landlord-tenant notices by email, after an amendment requiring opt-in language and written notice to update an email address; tenant advocates still raised concerns about eviction-related notices and receipt verification. HB 663 increased penalties for using tracking devices or apps to commit dangerous crimes and passed unanimously. CS/HB 385 made technical changes to the Florida Trust Code and passed unanimously after a conforming amendment. CS/HB 255, known as Dexter’s Law, increased penalties for aggravated animal cruelty and was supported by law enforcement and animal welfare groups; it passed unanimously.
Later in the meeting, the committee approved HB 513 on electronic transmittal of court orders after the sponsor withdrew an amendment that would have changed the deadline from six hours to six business hours, following concerns that the delay could be too long for urgent orders. CS/HB 1099 gave law enforcement discretion in arrests involving individuals with significant medical conditions in facilities and passed unanimously. HB 653 added aggravating factors for capital felonies involving assassinations or attempted assassinations of heads of state; it drew opposition from the Florida Conference of Catholic Bishops and passed 20-2. CS/HB 59 expanded wrongful incarceration compensation by extending the filing deadline, removing the clean-hands bar, and allowing exonerees to choose between civil suit and the state claims process; it passed unanimously. PCS/HB 777 increased penalties for in-person luring or enticing of children and barred certain age-based defenses, passing unanimously. Finally, CS/HB 437 increased penalties for tampering with electronic monitoring devices; two amendments softened the bill by clarifying juvenile treatment and giving judges limited discretion to avoid automatic revocation of pretrial release, and the bill passed 21-1 before the meeting adjourned.
FL
Transcript Highlights:
- You could ask the public schools to use the same test.
- Ask the private schools to use the same tests public schools do.
- Now we have FAST... and all of these iterations of our tests have different benchmarks.
- They don't need accountability; they don't need a test.
- Now, we can't control exactly when A student is going to be taking the test.
Bills:
SB 5, SJR 3, HB 11, HJR 72, HB 48, HB 27, HB 144, HB 37, HB 1481, HB 581, HB 1696, HB 2216, HB 1035, HB 1633, HB 742, HB 754, HB 1689, HB 1690, HB 2669, HB 391, HB 517, HB 1775, HB 1024, HB 1607, HB 252, HB 1716, HB 1562, HB 4116, HB 1866, HB 1741, HB 2103, HB 2637, HB 2884, HB 3707, HB 503, HB 1089, HB 1757, HB 2986, HB 972, SB 365, SB 1786, SB 5, SJR 3, HB 14, HB 43, HB 36, HB 26, HB 149, HB 121, HB 206, HB 136, HB 3114, HB 2733, HB 1732, HB 3700, HB 467, HB 1130, HB 1846, HB 1442, HB 1147, HB 2176, HB 2701, HB 805, HB 2890, HB 1154, HB 1644, HB 2118, HB 1718, HB 2488, HB 2596, HB 2468, HB 484, HB 2578, HB 3204, HB 1041, HB 307, HB 685, HB 538, HB 2525, HB 3125, HB 2027, HB 2894, HB 3077, HB 106, HB 18, HB 11, HJR 72, HB 48, HB 27, HB 144, HB 37, HB 1481, HB 581, HB 1696, HB 2216, HB 1035, HB 1633, HB 742, HB 754, HB 1689, HB 1690, HB 2669, HB 391, HB 517, HB 1775, HB 1024, HB 1607, HB 252, HB 1716, HB 1562, HB 4116, HB 1866, HB 1741, HB 2103, HB 2637, HB 2884, HB 3707, HB 503, HB 1089, HB 1757, HB 2986, HB 972
Keywords:
dementia, research institute, Alzheimer's disease, Parkinson's disease, funding, grants, state health initiatives, research funding, state budget, prevention, healthcare, medical research, Dementia Prevention and Research Institute, licensing, reciprocity, regulation, Texas Department of Licensing and Regulation, interstate agreements, tax exemption, intellectual disability
FL
Florida 2026 Regular Session
Appropriations Committee on Pre-K - 12 Education Mar 24th, 2025
Appropriations Committee on Pre-K - 12 Education
Transcript Highlights:
- and economic impact of agriculture, focuses state academic standard documents on standards and benchmarks
- and economic impact of agriculture, focuses state academic standard documents on standards and benchmarks
Summary:
The Appropriations Committee on Pre-K through 12 Education met with a quorum present and took up three bills. SB 1618, by Senator Calatayud, was presented as a broad education package affecting VPK through grade 12. It included changes to VPK enrollment flexibility, repeal of the Council for Early Grade Success, agriculture and financial literacy curriculum updates, reading intervention requirements, limits on certain public-school spending, corporal punishment consent, educator certification and screening provisions, and changes to the school recognition program. A late-filed technical amendment clarifying prior legislation for certain private schools in Brevard, Clay, Sarasota, and Bradford counties was adopted. Senator Osgood raised concerns about the bill’s school recognition provisions and the impact on paraprofessionals and other support staff, and the sponsor said she would continue those discussions. SB 1618, as amended, was reported favorably.
The committee then considered CS for SB 1058, which would update Florida references from the Gulf of Mexico to the Gulf of America in state, district, and charter school materials beginning after July 1, 2025, without requiring existing materials to be changed. The bill was presented by Senator Calatayud on behalf of Senator Gruters and was reported favorably without amendment or opposition.
Next, the committee heard CS for SB 1470 on school safety, which would align school security guard training with guardian program requirements, refine locked campus and classroom rules, and improve panic alert and digital map coordination. Several amendments were adopted, including a late-filed amendment capping guardian training fees, creating a stakeholder work group for a Florida Institute of School Safety, adjusting locked-zone requirements and exceptions, requiring substitute teachers to receive safety protocol training, and a funding amendment providing $450,000 in recurring funds for a centralized panic alert and digital map system. Support was voiced by school district, sheriff, and safety representatives, and Senator Osgood praised the recurring funding as avoiding an unfunded mandate. The committee also passed SB 1472, linked to SB 1470, extending a public records exemption to school security guards’ records held by FDLE, with the exemption set to sunset in 2030 unless renewed. President Gaetz questioned the need for the exemption, and Senator Burgess responded that it was intended to protect school safety personnel from exposure of personal information after an incident. All three bills were reported favorably, and the committee adjourned.
AZ
Arizona 2026 Regular Session
03/24/2026 - Senate Appropriations, Transportation and Technology
Appropriations, Transportation and Technology
Transcript Highlights:
- Testing, testing. The Committee on Appropriations is called to order. Oh, no.
- Kansas State of the State's project also shows that we are one of ten states with zero recorded benchmarks
- You can go to MVD, take the written test and get your permit, and then take a riding test, just like
- a driving test at the MVD, or you can take a three-day class through one of the schools in our state.
- Does that end with a road test? Mr. Chairman, Senator Kavanagh, yes, it does.
Keywords:
AHCCCS, lactation care, breastfeeding, health services, healthcare access, motorcycle registration, safety fund, education, awareness programs, low-income scholarships, motorcycle training, special license plates, transportation, funding, nonprofits, charitable contributions, critical infrastructure, foreign adversaries, China, communications
Summary:
The Committee on Appropriations met with all members present, approved the March 17, 2026 minutes, and announced its final hearing would be the following Tuesday at 8:30 a.m. The committee first heard HB 2134, the Arizona Critical Infrastructure Protection Act, which would bar state and critical infrastructure entities from contracting with Chinese companies for access to critical infrastructure, prohibit Chinese-produced software and equipment in certain systems, require annual certifications and reporting, and direct the Corporation Commission and DEMA to implement oversight and emergency communications measures. The sponsor and a witness argued the bill was a targeted national-security measure and a companion to federal efforts; concerns were raised about cost, overlap with federal law, and staffing, but the bill received a do-pass recommendation on a 6-4 vote.
The committee then considered HB 2051, which would require AHCCCS contractors, subject to CMS approval, to provide breastfeeding and lactation care services in multiple settings. Testimony from lactation consultants, researchers, advocates, and tribal representatives emphasized maternal and infant health benefits, access gaps, and potential Medicaid savings; AHCCCS and ADHS were neutral, with AHCCCS estimating a $1.8 million general fund cost and ADHS saying it could not absorb implementation costs. The committee adopted a 15-page amendment creating a voluntary state certification for lactation care providers and a DHS advisory committee, then passed the bill as amended on a 9-0 vote.
HB 2700, creating a technology-first study committee on assistive technology for people with disabilities, also passed unanimously after testimony from disability advocates and a proposed amendment to add minority-party appointments was discussed but not voted on. HB 2800, which increases the penalty for knowingly lending a vehicle to a person with a DUI-related driving restriction if that person causes serious injury or death, drew extensive debate over whether the felony penalty was appropriate when the lender may not know the eventual outcome; after testimony from the sponsor and the victim’s widow, the bill passed 9-1. HB 2114, which uses motorcycle safety fund money for scholarships for rural and low-income riders and requires ADOT to issue motorcycle registrations only when an owner has a class M license, passed 10-0 amid concerns that the license language may need clarification on the floor. The committee then began HB 2127, an omnibus special-plates bill with multiple amendments, but discussion centered on whether one amendment was hostile and whether a community-college plate should be offered later; no final action on HB 2127 was taken in the portion provided.
NM
New Mexico 2025 Regular Session
IC - Legislative Health and Human Services Sep 11th, 2025
Legislative Health & Human Services Committee
Transcript Highlights:
- students right out of school, take them through the undergraduate classes, help them do the aptitude tests
- There are information sources out there that kind of test, this is kind of what a typical fee is.
- I mean, mostly what I was talking about are assistance when it comes to having to retake tests to do
- The dental test credential is good for five years or something like that, so that generally doesn't end
- So it does impact it in terms of people not coming, but specifically on the test credentials...
TX
Texas 89th Regular
Delivery of Government Efficiency Apr 30th, 2025
Delivery of Government Efficiency
Transcript Highlights:
- At least the STAR tests over the last five years from 2018 to 2023, and you see that charter schools
- Texas is now a leader in autonomous trucking and robo-taxi testing and deployment.
- As members of the committee know, Texas is a leader in AV testing and deployment, largely due to its
- And so that's one benchmark. All states are trying to get better, as is Texas.
- I mean, there has to be some test case scenario that we figure out what they're doing and replicate it
Keywords:
government review, Texas Sunset Act, regulatory oversight, agencies, sunset provisions, autonomous vehicles, regulation, safety, criminal offense, Autonomous Vehicle Commission, registration, regulations, Level 4 automation, Level 5 automation, self-driving technology, traffic laws, permit system, collision reporting, safety standards, Automated Vehicle Commission
NH
New Hampshire 2025 Regular Session
Public Higher Education Study Committee (11/12/2025)
Transcript Highlights:
- That's likely to become law, requiring students to pass the civics, the citizen chest test, in order
- will have to that's when the student will have to pass<00:30:05.440>
that <00:30:05.760>test - /c><00:30:06.240>
Otherwise, <00:30:06.960>they <00:30:07.200>won't pass that test - Otherwise, they won't pass that test.
- The drilling into both staff and faculty in relation to our student population and benchmarking against
Summary:
The committee met to review the annual report on collaboration between the University System of New Hampshire and the Community College System of New Hampshire, and the meeting began with approval of the prior minutes and a gubernatorial proclamation recognizing the community college system’s 80th anniversary. Both chancellors praised the proclamation and described the report as a statutory follow-up to the public higher education task force. They said the two systems have built a close working relationship and that the collaboration is intended to continue, though progress may be limited by resources and staffing changes.
Much of the discussion focused on transfer pathways and new academic models. The chancellors said House Bill 1530 helped drive the creation of more than 100, and possibly about 130, “universal pathways” between the systems, with a reported 30% increase in community college associate-degree graduates transferring to the university system in the last academic year. They also discussed direct-admit outreach for community college graduates, early college and CTE-to-workforce pathways, and the development of three-year bachelor’s programs at Plymouth State and in some health-care fields. Members asked about nursing, allied dental health, and radiologic technology, and the chancellors said they are exploring whether some programs can be streamlined, while noting that nursing’s requirements may limit how short a pathway can be.
Members also raised concerns about whether transfer pathways could affect university enrollment, but the university chancellor said declining enrollment is more likely due to a smaller pool of college-age students and broader competition, not the transfer programs. Another topic was the ERP/technology platform recommendation from the task force: the university system is moving to Workday, while the community college system is working to align business practices and move from an on-premises system to a cloud-based solution. Officials said a shared enterprise system could create efficiencies in the future, but it is not expected in the short term; student-facing tools like Canvas are already shared. The committee also discussed House Bill 112, which would require passing a civics test for graduation, and the chancellors said they support civic education but see implementation challenges. No votes or formal actions were taken beyond approving the minutes and receiving the report.
KY
Kentucky 2025 Regular Session
Capital Planning Advisory Board (6-11-25)
Transcript Highlights:
- The Kentucky Center requires electrical panel arc flash testing and panel replacements, including an
- Finally, we have a request to replace outdated equipment in our geotechnical branch to automate testing
- Finally, we have a request to replace outdated equipment in our geotechnical branch to automate testing
- Uh, they do a really extraordinary job, and they do have benchmarks.
- They do have very clear benchmarks for what consultants should be and can be compensated for.
Keywords:
Meeting Start 00:00:00
Attendance Roll Call 00:00:09
Approval of Minutes 00:01:10
Welcome New Members 00:01:26
Information Items 00:01:49
COT Special Report 00:02:38
Review of Executive Branch Agency Plans 00:07:41
A. Department of Military Affairs 00:08:07
B. Department of Veterans’ Affairs 00:20:34
C. Kentucky Infrastructure Authority 00:25:54
D. Tourism, Arts, and Heritage Cabinet 00:35:05
E. Transportation Cabinet 00:55:53, 958, all
Summary:
The Capital Planning Advisory Board met with a quorum, approved the May 21 minutes, and welcomed a new executive branch member, Secretary Keith Jackson of the Justice and Public Safety Cabinet. The board also received two informational items: agency responses to prior questions and amendments made to capital plans after the last meeting. It then heard the Commonwealth Office of Technology’s report on executive branch IT capital project scoring, which reviewed 16 IT requests totaling about $330.5 million. COOT said projects were ranked through an independent panel using standardized criteria focused on feasibility, statewide alignment, readiness, impact, and risk; the CIO recommended moving an enterprise application and artificial intelligence inventory system from rank 11 to rank 4 because of its enterprise-wide impact and connection to Senate Bill 4.
The Department of Military Affairs presented its capital plan, describing 43 million in projects for the current period and 13 projects totaling $65 million for 2026–2028, with most funding coming from federal sources and restricted agency funds and no general fund request in the latter period. Its projects included maintenance pool adjustments, a statewide Army master plan, the Somerset readiness center, Shelbyville and Ashland armories, a future home for the Kentucky Army National Guard band, and other facility upgrades. Members asked about the Somerset project’s cost growth and federal delay; the department said the project remains in conceptual design, is awaiting federal MILCON action, and would require a state match of about $9.8 million against $29.6 million federal funding if it is approved. Members also asked about staffing levels, and the department said state employee and Title 32 numbers have been relatively steady, while technician positions have declined.
The Department of Veterans Affairs outlined seven projects for 2026–2028, led by a Radcliff Veterans Center HVAC replacement that needs an estimated additional $16 million to finish phase two after phase one was already funded. Other requests included a maintenance pool increase, renovations and exterior upgrades at Eastern and Western Kentucky veterans facilities, a cooling tower replacement at Thompson Hood, and parking lot and lighting improvements. The department said some projects were already in the six-year plan and that the Radcliff phase two could be bid in June 2026 if funded. Members confirmed that a columbarium wall project at Grayson is federally funded.
The Kentucky Infrastructure Authority presented its six-year capital plan, citing more than $3 billion in loan commitments since 1988 and over $5 billion in supported infrastructure projects. KIA requested $298.439 million in the first biennium, including $27.742 million in state match for federal clean water and drinking water revolving funds, $25 million for its state Infrastructure Revolving Fund, $185.697 million in federal capitalization grants, and $30 million in leverage bond authorization for each year of the two federally assisted loan programs. Members asked about drinking-water quality, and KIA said that function is handled by the Energy and Environment Cabinet’s Division of Water, not KIA. KIA also said its loan rates currently range from 0.5% to 2.25%, averaging just under 1%, and that its revolving loan programs have had no defaults. The Tourism, Arts, and Heritage Cabinet began its presentation at the end of the transcript, with staff identifying themselves, but no project details or board action from that presentation were included in the excerpt.
HI
Transcript Highlights:
- They're saying that our standards aren't, I guess, benchmark-setting, and that the public doesn't have
- saying that our standards aren't is I saying that our standards aren't is I guess<00:15:38.079>
benchmark - c> setting<00:15:39.760>
and <00:15:40.160>that <00:15:40.480>the guess benchmark - setting and that the guess benchmark setting and that the public<00:15:41.040>
doesn't <00:15:
Bills:
SB2064, SB2662, SB2862, SB2343, SB2075, SB2781, SB2927, SB3068, SB3015, SB2929, SB2938, SB3230, SB3249, SB3332, SB3216
Keywords:
state architect, construction projects, design approvals, building codes, state agency oversight, government accountability, external consultants, procurement reform, cost efficiency, in-house expertise, gubernatorial appointments, senate confirmation, executive branch, accountability, civil service, SB2343, Hawaii Legislature, regular session, lengthened session, continuous legislature
Summary:
The committee met on February 12, 2026, to take decision-making on measures previously heard earlier in the month. Several bills were deferred indefinitely or set for later discussion, including SB 2064 on the Office of the State Architect, SB 3068 on procurement, and SB 3216 after its contents were moved into another measure. SB 2862 on gubernatorial appointments, SB 2781, and SB 315 were all deferred to Tuesday, February 17 at 3 p.m. in Room 225 for further work. The committee also noted that if technical problems interrupted the meeting, it would reconvene later for outstanding decision-making.
The committee passed SB 2343 on the Legislature with amendments incorporating language from SB 3216, technical changes, and a defective date of 2525. SB 2075 was advanced as a Senate draft 1 after amendments responding to constitutional concerns raised by the attorney general and SPO. SB 2927 on procurement was also passed with amendments clarifying debriefing requirements and adding technical changes, and SB 2938 on search and rescue was amended to place the position in Hima rather than the Governor’s office before being adopted. SB 3249 on procurement protests was amended to remove the term "frivolous," reduce the forfeiture to half the bond amount, and note unresolved issues, then adopted.
The committee also took up SB 3332 on state-funded travel, amending it to remove certain lines, report travel by position number to protect confidentiality, remove subsection G, and add a defective date of 2525; it was adopted. SB 2929 on public notice was amended into a pilot project for counties with populations between 100,000 and 175,000, with a year-end report to the Legislature, and was adopted. Later, the committee returned to SB 2094 on environmental action levels, heard testimony from the Department of Health in support of its current scientific process and from an environmental caucus witness in strong support of the bill’s transparency and petition provisions, and then deferred decision-making to February 17 at 3 p.m. in Room 225.
In the joint hearing portion, SB 3233 on agricultural workforce housing drew generally supportive testimony from ADC, the Farm Bureau, the Chamber of Commerce, the Hawaii Farmers Union, and the State Procurement Office, with concerns focused on clarity, flexibility for smaller farms, and avoiding concentration of benefits in one large operation. The committee ultimately recommended passing SB 3233 with the State Procurement Office’s clarifying amendments and the Hawaii Farmers Union’s amendment to ensure workforce housing incentives benefit multiple farmers, and the measure was adopted.
NH
New Hampshire 2025 Regular Session
Joint Legislative Performance Audit Oversight Committee (11/07/2025)
Transcript Highlights:
- except for one, and that one item is number six, which is the mechanism for us to be able to track benchmarks
- be<00:02:47.440>
able <00:02:47.599>to <00:02:47.760>track <00:02:48.160>benchmarks - <00:02:49.040>
progress be able to track benchmarks progress be able to track benchmarks progress
Summary:
The committee first approved the minutes from its October 3 meeting unanimously. It then reviewed follow-up status on prior performance audits, beginning with the Department of Corrections’ sex offender treatment program. DOC said all audit items from the 2016 review were resolved except one related to tracking benchmarks, progress, and recidivism. Officials explained that a new offender management system, Chorus, was recently implemented but has had rollout problems affecting operations, including restitution checks, and that they hope the system will be stable enough within about six months to begin tracking the needed metrics. Members asked about treatment inside prison and after release; DOC described in-prison treatment, parole aftercare, probation and parole oversight, administrative restrictions, and reassessment if conditions are not met.
The committee next heard from OPLC on the Real Estate Commission audit. OPLC reported that all but one finding is substantially or fully resolved, with the remaining issue involving review of applicants’ adverse financial history and liabilities. The delay is tied to ongoing rulemaking, and OPLC said the commission is amending its criteria and integrating universal application procedures into board rules. The office estimated substantive completion by March 2027, with rule filing expected sooner. The committee then took up the Board of Pharmacy audit, where OPLC said most findings remain partially resolved because the board is in the middle of a major rule overhaul and a new licensing software project. Officials described a shift toward a compliance bureau and more routine, risk-informed inspections, rather than inspections driven only by complaints, and said updated manuals and forms will follow the new rules and technology.
Finally, the Legislative Budget Assistant reported on ongoing audits. For special education, staff said they are writing the report, have 25 completed observations, and have expanded to 70 identified observations, with a full draft expected in the first quarter of 2026 and a final report by summer 2026. For education freedom accounts, 40 observations have been identified, 15 finalized, and a draft is expected by midspring with a fiscal committee presentation in summer. For the Doorway program, the audit plan was finalized with DHHS help, financial activity was isolated, fieldwork is expected to finish by Thanksgiving, and a draft report is planned for January or February 2026, with a final report by March or April 2026. The committee discussed scheduling its next meeting for February 6 at 10 a.m. and emphasized the value of follow-up on older audits; the meeting adjourned after members agreed the follow-up process should continue.
TX
Transcript Highlights:
- That's a loophole that lets people into SNAP without a true standard, asset, and means test.
- Some of the benchmarks that we like to see are that states are setting around 85, 95%.
- He opened up a blood laboratory, and While he was giving out Covid tests, he sent in DNA tests along
- Funds that were disbursed funded STI testing, infant care supplies, and doula and midwife support.
- And we also put Ohio here as a benchmark. The reason for that is they've seen rampant PBM problems.
Summary:
The Senate Committee on Health and Human Services convened to discuss interim charges regarding fraud, waste, and abuse in Texas human services, particularly focusing on Medicaid and childcare programs. The meeting highlighted the importance of preventing misuse of taxpayer funds, with testimony from various stakeholders emphasizing the need for increased oversight and accountability in these programs. Key points included the alarming rise in healthcare fraud in other states, the necessity for Texas to enhance its fraud prevention measures, and the potential financial repercussions of failing to meet federal compliance standards.
Several committee members expressed concerns about the impact of fraud on vulnerable populations, particularly those relying on Medicaid services. Testimonies from experts underscored the effectiveness of Texas's Office of Inspector General (OIG) in combating fraud, yet pointed out existing vulnerabilities, such as inconsistent enforcement and the need for better data sharing among agencies. The discussion also touched on the challenges faced by hospice care providers, with a significant increase in the number of hospices in Texas raising concerns about quality and oversight.
The committee heard from various witnesses, including representatives from health plans and advocacy organizations, who provided insights into the complexities of managing Medicaid and the importance of maintaining program integrity. The meeting concluded with a commitment to further explore legislative solutions to enhance oversight and ensure that resources are directed to those in genuine need.
MN
Transcript Highlights:
- What we are basically talking about is that on expert-level professional benchmarks, the latest models
- What we are basically talking about is that on expert-level professional benchmarks, the latest models
- standard First, we utilized um the gold standard uh<00:13:51.600>
global <00:13:52.079>benchmarks - c><00:13:53.279>
uh <00:13:53.440>from <00:13:53.760>researchers uh global benchmarks - uh from researchers uh global benchmarks uh from researchers at<00:13:55.279>
uh <00:13:55.519
ND
North Dakota 2026 1st Special Session
Human Services Committee May 27th, 2026 at 09:00 am
Human Services
Transcript Highlights:
- And that's why I think it's so important that the council creates some key benchmarks or key recommendations
- The framework is in its early stages of development and will require further refinement, pilot testing
- Education of Young Children and the National Institute for Early Childhood Education Research and their benchmarks
- delivered, as well as to move towards having quality information, quality metrics that we can, you know, benchmark
CA
California 2025-2026 Regular Session
Joint Hearing Assembly Privacy and Consumer Protection Committee and Senate Judiciary Committee Dec 8th, 2025
Transcript Highlights:
- unlike you professors, I'm actually going to give you the first question that's going to be on the test
- from the right holders community and very different communities, they have developed a number of benchmarks
- By current benchmarks online, you can take an NVIDIA A100, which I would say is like three generations
- We benchmarked a simple, unoptimized implementation of this on the CPU.
Summary:
The Senate Judiciary Committee and Assembly Privacy and Consumer Protection Committee held an informational hearing at Stanford on the intersection of artificial intelligence, copyright, transparency, and California’s creative economy. Chairs and members emphasized that the hearing was not on a specific bill and no vote would be taken. Opening remarks framed the issue as balancing protection for artists and other rights holders with the need to keep AI innovation and related economic activity thriving in California, while noting that federal action is unlikely and that state policy may influence national standards.
The first panel featured Professor Pamela Samuelson and Stanford researcher Rishi Bommasani. Samuelson reviewed the current copyright litigation landscape, including dozens of lawsuits over AI training, and explained the fair use framework, the Google Books precedent, and the uncertainty around newer theories such as market dilution. She said states can likely regulate transparency, deepfakes, privacy, and safety, but warned that some proposals may be preempted by federal copyright law. Bommasani described widespread opacity around training data among major California AI companies, discussed AB 2013 and the EU AI Act as transparency models, and identified gaps in disclosure design, enforcement, and whether transparency alone can address copyright and IP concerns. Members asked about open-source models, opt-outs, machine unlearning, user data, and state options for protecting creators.
The second panel included SAG-AFTRA board member Jason George, Animation Guild president Danny Lynn, and OpenAI copyright counsel Mark Gray. George and Lynn argued that AI training on performers’ and artists’ work without consent or compensation threatens jobs, bargaining power, and reputations, and they supported stronger transparency and licensing requirements so creators can identify when their work is used. Gray said AI is already being used as a productivity tool and highlighted partnerships between AI companies and publishers, record labels, and studios, while arguing that specific harmful uses such as deepfakes should be regulated directly rather than restricting general-purpose AI development. Committee members discussed labeling and watermarking of AI-generated content, transparency around model use, and whether state law should require more detailed disclosure of training data; no formal action was taken.
CA
California 2025-2026 Regular Session
Senate Budget and Fiscal Review Subcommittee No. 5 on Corrections, Public Safety, Judiciary, Labor and Transportation May 20th, 2026
Transcript Highlights:
- We earned $7.5 billion in return in excess of our benchmark after we paid for fees.
- We earned $7.5 billion in return in excess of our benchmark after we paid for fees. Thank you.
- So it's a collaborative process, making sure that we have plenty of time for testing and training.
- Making sure that we have plenty of time for testing and training, and I assume that includes, yeah, I
- going to be able, she's not going to sit on a computer and just practice, you know, her DMV test.
Summary:
The committee held an informational hearing on the Governor’s May Revision proposals for labor, public safety/judiciary, and transportation, and no votes were taken. In Part A on labor, the Employment Development Department reviewed proposals for EDD Next document management system funding, updated UI loan interest costs, disability insurance and paid family leave benefit and administration adjustments, WIOA funding changes, UI administrative and benefit changes, school employee benefit adjustments, an EMT training reappropriation, and a technical correction tied to EDD Next. PERB discussed funding tied to AB 28 and AB 1, including litigation-related workload and new jurisdiction over legislative employees. DIR presented proposals for legal unit reclassifications, two major IT modernization projects, a new Cal/OSHA emerging technologies unit, a COIA reappropriation, and trailer bill language on electronic assessment payments and the DWC director salary cap. CalHR proposed additional funding for a consolidated employee assistance program contract, and CalPERS and CalSTRS presented budget adjustments tied to investment costs and state contribution changes.
Members focused heavily on UI debt and interest payments, asking the administration for a plan to reduce the outstanding loan and relieve employers. Finance said no specific repayment plan was included in the May Revision, while LAO said the state’s UI tax structure is structurally insufficient and that any debt payoff should be paired with tax-system reform. Senators also questioned EDD Next costs and timelines, PERB’s caseload and staffing needs, and DIR’s emerging technologies unit, with LAO noting that the unit would appear focused on physical workplace safety rather than broader AI labor issues. CalHR said the new EAP contract would consolidate services, improve access to clinicians, and lower costs relative to the current model. CalPERS defended higher external management fees as part of a strategy to pursue higher net returns, while some members pressed for more transparency about private investments; CalSTRS said it was not prepared to address investment-strategy questions at this hearing.
Public comment in Part A was dominated by advocates urging support for an immigration enforcement emergency relief fund, along with comments supporting the Jails to Jobs proposal, the Apprenticeship Innovation Fund, and additional PERB funding. The chair noted that many of the immigration-related requests might fall under other committees and said staff would follow up. In Part B, Finance and LAO outlined judicial branch and DOJ May Revision items, including funding for court interpreter services, appellate court security, lactation room implementation delays, courthouse construction reappropriations, and DOJ budget increases. LAO recommended approving the language-access proposal with a report on reducing interpreter cost growth and reducing the General Fund backfill for state court facilities by $10 million on an ongoing basis.
MN
Minnesota 2025-2026 Regular Session
Committee on Commerce and Consumer Protection - 03/24/26
Commerce and Consumer Protection
Transcript Highlights:
- The office has used like 1.5 million to 2 million square feet of canopy as kind of the benchmark for
- The office has used like 1.5 million to 2 million square feet of canopy as kind of the benchmark for
- The of the benchmark for what we need.
- And if we think about what is gambling, the standard test is that there is some consideration, you're
- And if we think about what is gambling, the standard test is that there is some consideration, you're
MN
Minnesota 2025-2026 Regular Session
Working Group on Omnibus K-12 Education Bill - 06/02/25
Minnesota Senate Floor Meeting
Transcript Highlights:
- Section three completes a technical correction under 2024 session law related to teacher testing requirements
- Section three completes a technical correction under 2024 session law related to teacher testing requirements
- At the bottom of page 91 is the literacy goal, and it clarifies that the benchmarks determine grade-level
- At the bottom of page 91 is the literacy goal, and it clarifies that the benchmarks determine grade-level
- uh determine grade level benchmarks uh determine grade level expectations<01:02:32.240>
and <01
MN
Minnesota 2025-2026 Regular Session
Lessard-Sams Outdoor Heritage Council 5/27/26
Transcript Highlights:
- Testing.<00:31:41.360>
Testing. Testing. Testing. Testing. Testing. - >> no raise test. >> no raise test. Thank<00:54:12.720>
you. - So that's the current estimate we're kind of benchmarking.
- Um estimate we're kind of benchmarking.
- So when we look with what we had tested.
Summary:
The Lessard-Sams Outdoor Heritage Council met on May 27, 2026, approved the January 7 minutes and the day’s agenda, and reported no conflicts of interest. The executive director gave staff updates, including introductions of new staff member Cara Castanza and DNR liaison Jason Co., both of whom were welcomed by the council. Members were also informed about three minor easement/conveyance matters in the packet, including a small Bowser easement impact with about $1,600 returned to the Outdoor Heritage Fund, a Minnesota Land Trust easement request involving a DNR trout stream easement, and an access easement revision in Itasca County. The council also noted several upcoming dedication events and a June field tour in southeast Minnesota beginning in Winona on June 16, with visits to Whitewater WMA, bluff prairie and stream sites, and a river segment if a boat is secured.
A major agenda item was a legislative session recap on the Outdoor Heritage Fund portion of Senate File 2077, the omnibus Outdoor Heritage Fund, Legacy, and Lands bill. Staff reported that all council recommendations were incorporated into the bill, which passed both chambers on May 17 and was expected to be signed by the governor. The fiscal year 2027 Outdoor Heritage Fund recommendations covered 53 programs totaling about $188.9 million, with the February forecast increasing the appropriation slightly so the final total was about $191.16 million; eligible programs were proportionately increased. Staff also highlighted a few changes made during the legislative process, including adjustments to the Roso Lake rehabilitation phase three project, the conservation partners legacy grant language, and statutory provisions affecting the council.
The recap also covered policy changes in the bill: a public member term limit of eight years, with a short vacancy exception and transition rules for current members; a revised executive director hiring process allowing the Legislative Coordinating Commission to provide support while preserving the council’s final hiring authority and permitting closed meetings for candidate discussions; and an extension of the Upper Mississippi River invasive carp deterrent design deadline to June 30, 2027. Members discussed the Roso Lake amendment at length, with Senator Lang and Representative Burkel explaining that the added delay and injunction-related language were intended to address local concerns and preserve the council’s process while litigation proceeds. The meeting ended without any additional formal action beyond receiving the updates and discussion.
MA
Massachusetts 2025-2026 Regular Session
Continuing Care Retirement Communities Jun 21st, 2026 at 10:00 am
Transcript Highlights:
- But is that some type of data point in benchmarking we should be looking at? Sure.
- But is that some type of data point in benchmarking we should be looking at? Sure.
- My point is the variation and is there a benchmark and beginning to collect the data?
Summary:
The Joint Committee on Aging and Independence commission meeting focused on continuing care retirement communities (CCRCs), with members and presenters discussing how the model works, consumer protections, and areas for future review. After member introductions, Jennifer Fuller summarized survey results showing the top priorities as financial viability and affordability, consumer protections and rights, and regulation/monitoring standards. The commission said those issues would guide its work plan, while also keeping staffing, definitions, and federal support on the radar.
Alyssa Sherman of LeadingAge Massachusetts and Jim Freiling of Brookhaven at Lexington gave a detailed overview of CCRCs, explaining that they combine housing with health-related services under long-term contracts and typically require entrance fees plus monthly fees. They described the three common contract types: Type A/life care, where costs stay relatively stable if residents need more care; Type B, which offers some included or discounted care with higher costs later; and Type C, fee-for-service, with lower entrance fees but higher costs if care needs increase. They also discussed nonprofit governance, resident involvement, and the role of state and Attorney General disclosure requirements. Several members raised concerns about affordability, refund timing, and the need to distinguish true CCRCs from other senior housing marketed similarly; presenters said refunds are often tied to reoccupancy and that their organizations are collecting data on refund timelines and contract terms.
The discussion also covered resident rights and governance, including whether residents should have seats on nonprofit boards. Christine Griffin said her community lacks resident board representation and urged the commission to consider a state requirement, while others said resident associations and direct engagement with boards can be more effective than mandatory board seats. Members also discussed transparency around monthly fee increases, financial screening before admission, and the importance of clear marketing so consumers understand what they are buying. No votes were taken. The meeting ended with logistical updates, including a tentative public hearing date of June 3, 2025, a note that the next meeting would focus on regulation and monitoring standards, and a reminder that the commission would continue refining its work plan based on survey feedback.