Video & Transcript Research : 'benchmark tests'
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TX
Transcript Highlights:
- It's like asking students to grade their own test.
- the procedures for public testing, standardizing testing timelines, and implementing additional verification
- The bill also adds a requirement to test the electronic poll books.
- Let me be clear, the current Testing procedures are woefully inadequate.
- It would require comprehensive penetration testing by cybersecurity experts, testing for false positives
TX
Transcript Highlights:
- It's like asking students to grade their own test.
- We'll strengthen those requirements by refining the procedures for public testing, standardizing testing
- Meaningful testing.
- True security would require comprehensive penetration testing by cybersecurity experts, testing for false
- the ability of poll watchers to witness the hash test.
Keywords:
Texas elections, Election Code, uniform election date, November election, local elections, political subdivisions, general election date, election administration, municipal utility district, county elections, local government, ballot scheduling, candidate filing, voter turnout, election calendar, HB 3097, early voting, electronic application, mail-in ballot, voting accessibility
AZ
Arizona 2026 Regular Session
03/26/2026 - House Artificial Intelligence & Innovation
Artificial Intelligence & Innovation
Transcript Highlights:
- And it's just because all we need to do is get those people tested.
- So we're talking something analogous to the GeneSight test. Yes? The GeneSight test.
- The GeneSight test. So yes, similar in fashion, and at some point, Mr.
- and do the different things in testing that you need to find a cure.
- and do the different things in testing that you need to find a cure.
Bills:
SB1786
Keywords:
artificial intelligence, content verification, provenance data, transparency, digital content, 1182, all
Summary:
The committee first heard a presentation from Sonora Quest Laboratories on how the company is using artificial intelligence and innovation in clinical lab work. Testimony emphasized that AI is already being used in digital pathology, cytology, genetics, genomics, predictive analytics, and quality control, with a strong focus on human oversight, validation, and closed, secure systems that keep patient data in-house. Speakers said AI can improve accuracy, speed diagnosis, reduce repeat testing, support precision medicine and pharmacogenomics, and potentially help with rare disease management and drug selection, while also noting the need for governance and safeguards.
Members asked questions about accuracy, safeguards, data security, whether AI could reduce repeat specimen collection, expand to other hospital labs, and how AI might affect treatment decisions such as step therapy and pharmacogenomics. The presenters said AI outputs are reviewed by specialists, that the systems are validated and monitored, and that the organization uses a closed ecosystem with no external data sharing. They also discussed future possibilities such as digital twins, earlier cancer detection, and more tailored medication choices, while acknowledging that AI is still developing and must be used carefully.
The committee then took up Senate Bill 1786, as amended, which requires covered providers using generative AI to add provenance data to AI-created or significantly modified video, image, or audio content, using methods like watermarking or metadata, with exceptions for minor edits and certain interactive or non-user-generated content. The amendment clarified that identifiable individual information generally cannot be included unless the user opts in, protected trade secrets, and set an effective date of February 1, 2027. After discussion about consumer transparency, scope, and possible legal issues, the committee adopted the amendment and voted 4-2 with one absent to give SB 1786 as amended a do pass recommendation.
NH
New Hampshire 2025 Regular Session
House Science, Technology and Energy (01/27/2025)
Science, Technology and Energy
Transcript Highlights:
- , then you don’t really... test um the granite state test is it's test um the granite state test is it's
- tests.
- used prior to the Granite State test as our primary test.
- So the Total Resource Cost test, the test that was used prior to the Granite State test, includes participant
- across the test.
MN
Minnesota 2025-2026 Regular Session
Environment Committee Meeting - 2025-03-25
Environment and Natural Resources Finance and Policy
Transcript Highlights:
- As you recall, we did expand the ages of the animals we want to test.
- However, again, there are MDH (Department of Health) testing, as well as MPCA testing that has shown.
- They tested keys using a surface test and...
- The same test used in the DH study, or the same test used for compliance purposes, was used on the keys
- Representative Schultz, so far what we have shown in our own testing is that we've tested a number of
WY
Wyoming 2026 Regular Session
Joint Agriculture, State and Public Lands & Water Resources Committee, June 11, 2026 - AM
Agriculture, State and Public Lands & Water Resources
Transcript Highlights:
- pregnancy testing is also a technique. pregnancy testing is also a technique.
- Blood test is how we all the tests.
- break test their cows. break test their cows.
- testing than I do for PE testing. testing than I do for PE testing.
- Sir, further<03:35:38.479>
test. further test. further test. Go<03:35:41.040>ahead.
OK
Oklahoma 2026 Regular Session
Oklahoma Medical Marijuana Authority -OMMA- Apr 17th, 2026 at 09:00 am
Transcript Highlights:
- How are the current testing results being verified, and what testing is being performed at the lab today
- I'm with Havard Industries Testing Lab, one of the transparent testing labs here in Oklahoma, or the
- for a period of one year in time from the very last test.
- laboratory, a standard testing laboratory.
- other testing laboratories, which requires ISO 17043 in addition to the 17025.
NH
New Hampshire 2025 Regular Session
House Fish and Game and Marine Resources (02/12/2025)
Fish and Game and Marine Resources
Transcript Highlights:
- APHIS does the testing on them.
- has CWD like DNA testing testing for CWD has CWD like DNA testing testing for CWD has got<04:25:09.239
- versus some newer tests.
- versus some newer tests.
- Without question, there are tests, nonhuman tests, that confirm CWD can cross species.
MN
Transcript Highlights:
- For road tests, the first two tests are at no charge if they fail and have to retake it a third time.
- For road tests, the first two tests are at no charge if they fail and have to retake it a third time.
- we actually the first uh for road tests we actually the first two<00:12:53.760>
tests <00:12:54.160 - Director Jang: All of our customers require an appointment to take the road test.
- Director Jang: All of our customers require an appointment to take the road test.
OK
Oklahoma 2026 Regular Session
Appr/Sub-General Government and Transportation Jan 13th, 2026 at 09:30 am
TX
Texas 89th Regular
Senate Committee on Water, Agriculture, and Rural Affairs (Part I) Apr 14th, 2025
Water, Agriculture and Rural Affairs
Transcript Highlights:
- And what are we testing for specifically?
- Specifically, what are we testing for?
- Testing that before it goes in?
- Does science allow you to actually test that?
- Testing methods. Okay. I know it costs a lot to test water.
Bills:
SB1169, SB1285, SB1583, SB1611, SB1898, SB1976, SB2160, SB2161, SB2658, SB2661, SB2662, SB2692, SB1055, SB1359, SB2660
Keywords:
water service, sewer service, public utility, joint operation, infrastructure, municipality, compliance, SB 1285, bats, bat protection, wildlife protection, Texas Parks and Wildlife Code, Parks and Wildlife Code Section 63.101, hunting bats, bat possession, bat sales, bat trade, pest control, licensed pest control professional, animal control officer
FL
Florida 2025 Regular Session
Appropriations Committee on Health and Human Services Apr 15th, 2025
TX
Texas 89th 2nd C.S.
Appropriations - S/C on Articles VI, VII, & VIII Feb 27th, 2025
Appropriations - S/C on Articles VI, VII, & VIII
Transcript Highlights:
- Issue number 4 is laboratory testing.
- The definitive test in CWD is a postmortem test, where you have to take the brain stem out to test.
- So you, The definitive test in CWD is a postmortem test, where you have to take the brain stem out to
- test.
- There's a lot of AI testing, avian influenza testing, that goes on.
Summary:
The committee met with a quorum present to hear Article VI Natural Resources agency budget recommendations, beginning with the Railroad Commission. LBB staff summarized the commission’s 2026-27 base recommendation at $458.7 million, down from the prior biennium, with an increased FTE cap. The presentation highlighted reduced federal IIJA funding, volatility in oil and gas regulation account 5155, continued support for IT modernization, and rider changes. The commission’s major exceptional items were then presented, including requests for produced water and injection data reporting, an authorized pit registration system, regulatory filing/permitting upgrades, an underground injection well investigation team, site remediation support, and especially $100 million for orphan well plugging. Members asked about biennium-to-biennium comparisons, salary biennialization, the scale of orphan well risks, federal funding delays, bonding, and whether the state should rely more on industry or general revenue for plugging costs. Commission leadership explained that orphan wells can threaten water and public safety, that plugging costs have risen sharply, and that current funding is insufficient to keep up with emergency wells and the backlog; they also said the agency is moving to cloud-based systems with cybersecurity protections and that the proposed performance measure may need adjustment if funding does not increase.
The Railroad Commission testimony was followed by LBB and agency testimony for the Texas Animal Health Commission. LBB described a $42 million recommendation for 2026-27, an increase overall, but with a reduced FTE cap due to turnover and salary reallocation. The recommendation maintained funding for cattle fever tick work, chronic wasting disease, lab testing through an MOU with Texas A&M’s veterinary diagnostic lab, and a new $5 million spay-and-neuter pilot program, while deleting a capital budget rider and adjusting riders tied to entry point inspection stations and clinical trials. Agency leadership then outlined the commission’s mission to protect livestock health and the state’s $22 billion animal industry, and described major disease threats including highly pathogenic avian influenza, cattle fever ticks, New World screwworm, and chronic wasting disease. Their exceptional items focused on recruiting and retaining veterinarians, replacing fleet vehicles, creating an ectoparasite identification lab, adding field staff and IT support, improving records and epidemiology reporting, strengthening central administration, supporting secure food supply planning, expanding chronic wasting disease work, and staffing the new spay-and-neuter program. Members asked about field identification of ticks, the use of disinfectants and PPE, fleet management, the scale of cattle fever tick risk, and chronic wasting disease; the agency explained its current inspection and lab-confirmation process, its reliance on field disinfecting and biosecurity, and the need for more staff and better data systems to keep pace with growing workloads and disease threats.
NM
New Mexico 2025 Regular Session
IC - Courts, Corrections and Justice May 27th, 2025
Courts, Corrections & Justice Committee
Transcript Highlights:
- Um, where you can utilize this and the testing for the testing and training of, of laboratory technicians
- , and also we need, I think we need additional people that are gonna be doing those testing, that testing
- and so they have to prioritize testing as well.
- Um, all the testing that is done is, is paid for through.
- They, um, the, the, the testing, they are not, um, it's predominantly we use Body lab for that testing
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Public Health Jun 21st, 2026 at 01:00 pm
Joint Committee on Public Health
Transcript Highlights:
- He called genetics to run one more test, a simple blood test.
- A simple blood test changed my life.
- The cost of not testing for CMV is staggering.
- So we had to attend appointment after appointment, test after test, poke after poke, repeating our story
- This bill doesn't pass the grocery store test.
Summary:
The Joint Committee on Public Health heard testimony on a wide range of bills focused on children’s health, tobacco control, newborn screening, pediatric cancer, palliative care, and professional licensure. Early testimony highlighted Senate bills to expand newborn screening for pyruvate dehydrogenase complex deficiency, lysosomal storage disorders, and congenital CMV, with families and clinicians describing severe diagnostic delays, missed treatment windows, and the benefits of early detection. Speakers also supported a bill to improve pediatric cancer research through a dedicated trust fund, and a bill to extend pediatric palliative care services to age 22, with parents and providers emphasizing continuity of care for seriously ill young people.
Several witnesses gave personal accounts in support of the newborn screening measures. Families described children who endured years of misdiagnosis before receiving diagnoses such as Gaucher disease, Fabry disease, Pompe disease, Niemann-Pick disease, and CMV, often after irreversible damage had already occurred. Medical and advocacy witnesses said Massachusetts already collects some of the relevant screening data and argued that results should be reported to families, while others urged the committee to add conditions to the state panel because effective treatments already exist. The committee also heard support for a bill to establish a fetal alcohol spectrum disorder program and training for providers.
On tobacco and youth health, testimony supported bills to ban internet tobacco sales, strengthen youth protections, and reduce lung cancer deaths through point-of-sale information and quit-line access. A student testified about easily purchasing flavored nicotine products online without meaningful age verification, and public health advocates backed measures to keep tobacco out of children’s environments. The committee also heard testimony on a bill to ensure parents have access to their children’s medical records through age 16, with exceptions for sensitive services already protected by law.
The committee additionally took testimony on an optometry licensure bill, where ophthalmologists opposed language they said could broaden scope of practice and allow optometrists to use the title “optometric physician,” while optometry educators and students supported the bill as a modernization measure with no scope expansion. No votes were taken during the hearing; the chair repeatedly reminded speakers of time limits and noted that written testimony could be submitted for additional comments.
AZ
Arizona 2026 Regular Session
02/16/2026 - House Health & Human Services #2
Transcript Highlights:
- Lab testing is just one small piece of the puzzle.
- Lab testing is just one small piece of the puzzle.
- They are digital tests.
- They're even more sophisticated these days than the COVID tests and the pregnancy tests, where you're
- CLIA-waived tests are simple tests with a low risk of inaccurate results and use the same equipment found
Summary:
The committee heard House Bill 2433, which would require insurers offering Medicare supplement policies to people 65 and older to also offer them to Medicare beneficiaries under 65 with ALS or end-stage renal disease, with enrollment periods and premium protections tied to 65-year-old rates. Supporters, including dialysis and ALS advocates, said the bill would help a small population facing high out-of-pocket costs and could improve access to transplants and care; opponents argued it would shift costs onto older seniors and raise Medigap premiums. The committee recommended the bill do pass on a 12-0 vote.
The committee also heard House Bill 2593, appropriating $1.5 million to the University of Arizona for the Arizona Perinatal Psychiatry Access Line. The sponsor and physicians testified that the line helps obstetric and pediatric providers quickly consult on perinatal depression, postpartum psychosis, suicidality, and other mental health crises, improving outcomes for mothers, children, and families and reducing costly emergency and crisis care. The bill received a do pass recommendation on a 10-1 vote.
House Concurrent Resolution 2013, proclaiming June 2026 as Celebrate Life Month, drew emotional testimony from a young woman with spina bifida and another speaker supporting the sanctity of life. Some members objected that the state should focus on practical supports such as paid leave, child care, and health care access, while others supported the resolution as a statement of human dignity. The resolution passed the committee 7-5. The committee then approved House Bill 4010, creating a Board of Genetic Counselors and licensure standards, after testimony from genetic counselors and a patient advocate about the need for qualified counseling and better access; it passed 11-1.
Later, the committee approved House Bill 2196, which would require pharmacy benefit managers to reimburse non-affiliated pharmacies at least their acquisition cost and pay a dispensing fee, and establish an appeals process. Independent pharmacists and their coalition said PBM practices are driving closures and unfairly favor affiliated pharmacies, while PBM and employer representatives warned of major cost increases and said the bill would interfere with private contracts; the bill passed 11-1. The committee also adopted a strike-everything amendment to House Bill 2182 requiring insurers and health plans to report claims denial and prior authorization data to DIFI, and then gave the amended bill a 12-0 do pass recommendation. Finally, the committee approved House Bill 2189, directing the Board of Nursing to update rules for licensed health aides and collect annual data, with the sponsor and board staff saying it would help implement routine ventilator care in the home; it passed 12-0. The committee then began hearing House Bill 2404, a strike-everything amendment on inter-facility transports for behavioral health patients, but the transcript cuts off before action on that bill.
NH
New Hampshire 2026 Regular Session
House Commerce and Consumer Affairs (04/21/2026)
Commerce and Consumer Affairs
FL
Florida 2025 Regular Session
Education Pre-K - 12 Mar 3rd, 2025
Transcript Highlights:
- AND SOMETIMES THAT EDUCATION IS BUILT ON PASSING THE TEST.
- A LOT OF OUR SCHOOLS, OUR DISTRICTS HAVE GONE TO JUST TEACHING TOWARDS THE TEST BECAUSE THE TEST BECOMES
- WE MISSED THE STUDENT SITTING IN THAT TEST.
- THAT HAS TO DETERMINE WHAT AM I GOING TO DO IF I CAN'T PASS THIS TEST?
- ONE AND PM TWO, WE SHOW THERE CAN BE SOME ADVANCEMENT IN THOSE TESTS BUT JUST NOT THIS TEST.
NH
New Hampshire 2026 Regular Session
House Commerce and Consumer Affairs (04/01/2026)
Commerce and Consumer Affairs
Transcript Highlights:
- We did every test we could find. We did two different therapy dog tests. We did all the AKC tests.
- Hardest test we had to take was the Concord Hospital test.
- Hardest test we had to take was the Concord Hospital test.
- Hardest test we had to take was the Concord Hospital test.
- Hardest test we had to take was the Concord Hospital test.
NH
New Hampshire 2025 Regular Session
Committee to Study Reducing the Number of School Administrative Units in the State (10/06/25)
Transcript Highlights:
- looking not so much at the NAPE test looking not so much at the NAPE test results<00:41:56.400><
- The other test is a completely separate test. You take it on a different day, etc. >> Yeah.
- . um the test far as the spending goes. um the test score<01:42:54.960>
stuff, The score stuff - <01:45:10.080>
so that all states do states testing so that all states do states testing so - . test. test.
Summary:
The committee met to hear from the New Hampshire Association of School Principals as part of its review of a proposal involving statewide administrative consolidation and changes to school governance. Members first discussed how school board witnesses would be selected, with the chair saying the committee would seek a mix of district sizes and structures and would also accept emailed input. The principals’ association said it represents more than 550 principals and assistant principals and urged caution about any mandatory consolidation, arguing that successful consolidations are gradual and voluntary.
Association leaders and principals testified that principals already handle a wide range of responsibilities, including instructional leadership, student discipline, safety, staff supervision and evaluation, family and community engagement, and day-to-day crisis response. They argued that shifting more legal, budgetary, and administrative duties onto principals would reduce time for coaching teachers and supporting students, increase burnout and turnover, and create legal and training risks, especially in areas such as special education, privacy, and labor issues. They also said the roles of superintendents, principals, and school board members are distinct and require different training and expertise.
Members asked detailed questions about how responsibilities are divided between principals and SAUs, whether principals recruit and evaluate staff, and how much time principals work. One principal said she works about 60 to 70 hours a week and that additional duties would be difficult to absorb. Another principal described his school’s structure, the importance of community building, and the need to preserve district-wide alignment if consolidation moves forward. No votes were taken during this portion of the meeting.