Video & Transcript Research : 'accuracy'

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TX

Texas 89th 2nd C.S.

Human Services May 5th, 2026

Human Services

Transcript Highlights:
  • Basically, if you have an accuracy rate, If you have an accuracy rate of 94% or above, you will continue
  • Currently, we know what our payment error rate was for federal fiscal year 25, and we had an accuracy
  • For the same year, slide 23 discusses what the payment accuracy calculation is based on.
  • And so it says accuracy, but it also can be said the error rate.
  • So I would say that when we talk about accuracy or error rate, it's just two sides of the coin.
Keywords: 1184, house, all
FL

Florida 2025 Regular Session

Fiscal Policy Apr 8th, 2025

Transcript Highlights:
  • THAT GOING FORWARD I DON'T THINK WE SAW IN THE LAST CYCLE ANY BALLOT INITIATIVES HIT THE 75 PERCENT ACCURACY
  • EVEN THE LAST TWO ELECTION CYCLES ANY OF THE AMENDMENT PROCESSES THAT HAD A BETTER THAN 75 PERCENT ACCURACY
  • IS THERE ANY CONSTITUTIONAL AMENDMENT THAT HAS GOT ON THE BALLOT WITH HAVING AN ACCURACY RATE OF OVER
  • BEAT A DEAD HORSE BUT I DON'T THINK WE HAVE EXAMPLES OF ANYONE WHO'S GOTTEN OVER THE 75 PERCENT ACCURACY
Keywords: 999, senate, all
MN

Minnesota 2025 1st Special Session

House Fraud Prevention and State Agency Oversight Policy Committee 3/17/25

Fraud Prevention and State Agency Oversight Policy

Transcript Highlights:
  • And at DHS we are a large agency, $25 billion, and payment accuracy is greater than 99%.
  • And at DHS we are a large agency, $25 billion, and payment accuracy is greater than 99%.
  • ><01:07:48.960> we<01:07:49.319> are<01:07:49.640> payment<01:07:50.160> accuracy
  • <01:07:50.960> is billion and we are payment accuracy is billion and we are payment accuracy
  • so it's very important to have accuracy so it's very important that<01:08:26.600> we that we
Keywords: 1183, house
NH

New Hampshire 2025 Regular Session

Senate Election Law and Municipal Affairs (02/18/2025)

Election Law and Municipal Affairs

Transcript Highlights:
  • hand-counted, and the number of ballots that you hand count... the smaller it is, the better your accuracy
  • 45:47.520> your um the smaller it is the better your um the smaller it is the better your accuracy
  • opinion on that, uh, but that would be because I don't want to override the thing because of the accuracy
  • thing<01:30:04.760> because<01:30:05.040> of<01:30:05.239> the<01:30:05.400> accuracy
  • <01:30:05.960> and thing because of the accuracy and thing because of the accuracy and because
Keywords: 1191, senate, all
WV
Transcript Highlights:
  • Now the customers themselves input the information, which is reviewed for accuracy by our staff, reducing
  • the wait time and increasing the accuracy of our records. ...staff, reducing the wait time, and increasing
  • the accuracy of our records.
Keywords: 994, senate, all
Summary: The Senate Finance Committee met with a quorum, approved the minutes from the prior meeting, and heard budget presentations from the Secretary of State, the Attorney General, and the State Auditor. The Secretary of State’s office described its FY27 budget, emphasizing efficiency gains from technology, election security work, and business services. It said it is operating with fewer staff than a decade ago, but rising costs and outdated statutory fees are creating deficits in service of process and other operations. The office asked the committee to consider either increasing fees or allowing it to retain a larger share of business-service revenue, and it also proposed creating an Office of Entrepreneurship to help small businesses navigate state government, grants, permits, and related services. Committee members questioned the Secretary of State’s office about fee increases, the current 50-50 split of certain revenues with general revenue, and whether the proposed entrepreneurship office would duplicate existing services. The office said it would complement, not replace, Commerce, SBDC, or grant programs, and would report metrics and policy recommendations to the legislature. The Attorney General then requested a one-time $2 million special revenue appropriation to hire additional lawyers and support staff, citing increased litigation, federal and state legal work, and the need to defend new laws. He also discussed embedded DMV lawyers handling DUI revocation hearings and said the arrangement costs the office just over $200,000. The State Auditor reported that his office is largely self-funded through special revenue and said he wants to reduce reliance on general revenue over time. He highlighted savings from renegotiated leases and an open government contract, discussed the need for more auditors in the Chief Inspector’s Division, and described fraud recovery and P-card operations. A major topic was delinquent land sales: the auditor said the office sold about 17,000 parcels last year and believes online bidding and better marketing could generate substantially more revenue, with the surplus potentially shared among counties, the state, and other programs. Members also asked about securities fee changes, fairness hearings, fire department audits, IT/cybersecurity, and how surplus proceeds from delinquent land sales should be handled. The committee adjourned after the presentations and questions.
FL

Florida 2025 Regular Session

October 8, 2025 - 08:30 AM

Transcript Highlights:
  • That is called the L&A logic and accuracy testing.
  • That is called the L&A logic and accuracy testing.
  • This process, established in our rules and laws, provides confidence in the accuracy of all votes cast
Summary: The Government Operations Subcommittee met to hear a lengthy presentation from Secretary of State Cord Byrd on Florida election administration, with a focus on how elections are handled during natural disasters, election security, and preparations for the 2026 cycle. Byrd described Florida’s response to hurricanes in 2022 and 2024, saying the state works directly with county supervisors of elections to tailor executive orders to local conditions, add or relocate polling sites, extend deadlines, and help displaced voters and emergency workers cast ballots. Members from affected areas echoed that local supervisors had managed storm disruptions well and that turnout remained strong despite major damage. A large portion of the meeting covered election integrity and security. Byrd emphasized Florida’s use of paper ballots, pre-election logic and accuracy testing, post-election audits, public canvassing, standardized voter-intent rules, and strict vote-by-mail request and signature-match requirements. He said the Department of State’s Office of Election Crimes and Security investigates complaints and refers matters to law enforcement, and that Florida has expanded access to the federal SAVE database to verify citizenship. Members asked about threats to election workers, staffing vacancies, cybersecurity, ballot design, vote-by-mail address changes, and how the state coordinates with county supervisors, emergency management, and other agencies. Several members raised questions about voter eligibility and returning citizens, and Byrd said the department provides free information to help people determine whether their rights have been restored, while noting that court and clerk reporting practices still create challenges. He also said the department is considering additional legislative proposals, including more safeguards tied to driver’s license and citizenship verification and a possible statewide 100% audit of races before certification. The meeting ended with the chair encouraging members to visit supervisors of elections offices and submit specific ideas for future elections legislation; no votes were taken and the committee adjourned.
TX

Texas 89th Regular

Public Education Aug 21st, 2025

Public Education

Transcript Highlights:
  • re-score process that the bill contemplates will solve a problem to get to the highest level of accuracy
  • but much of the criticism that I've heard about STAR over the years is, I don't think, based on accuracy
  • the needs of Texas and Texas students. continuously being verified for validity, reliability, and accuracy
Bills: HB8
MN

Minnesota 2025-2026 Regular Session

Fraud Committee Meeting - 2025-07-08

Fraud Prevention and State Agency Oversight Policy

Transcript Highlights:
  • care, innovating and innovation that would help reduce harvest, the loss of respect, the lack of accuracy
  • The use of these electronic data sources ...helps improve the accuracy of eligibility determination,
  • these trusted data sources, the individual is mailed a notice and information summary to review for accuracy
HI

Hawaii 2025 Regular Session

HHS Public Hearing 04-11-2025

Health and Human Services

Transcript Highlights:
  • Having to do the manual work would further exacerbate our issues with timeliness and also the accuracy
  • Having to do the manual work would further exacerbate our issues with timeliness and also the accuracy
  • Accuracy of payment for the workers.
Keywords: 912, senate, all
Summary: The Health and Human Services committee heard testimony on several resolutions. HCR 190, asking the Department of Health to convene a demolition waste reduction work group, drew only written testimony; the Department of Health provided comments in opposition and the Department of Attorney General Services supported it. HCR 91, on requiring insurers and managed care providers to cover prosthetic and orthotic devices, received supportive testimony from SHIPA and an amputee youth advocate who described the high cost and importance of sports prosthetics. HCR 174, on examining the availability and use of land-based learning programs for youth in the juvenile legal system, drew support from the Office of the Public Defender, youth advocates, and a youth council that described land-based learning as culturally rooted and rehabilitative. HR 171, on assessing the social and financial effects of mandatory coverage for continuous glucose monitors, received support from SHIPA, the Hawaiʻi Medical Association, and kidney care and dialysis groups. HCR 146, on the Elderly Simplified Application Project for SNAP, drew support from disability, hunger, and public health groups, with DHS explaining it could implement the project but would need to do manual certification work until its new system is ready. During decision-making, the committee deferred HCR 190 because the Department of Health said it could not carry out the work group without an appropriation. The committee voted to pass HCR 91 as is. HCR 174 was recommended for passage with amendments to clarify that the resolution would request continued use of land-based learning programs and to reflect existing work already underway. HCR 171 was recommended for passage with amendments to correct a statute description. HCR 146 was recommended for passage with amendments to add language that DHS should apply for and implement the project when capable, acknowledging current system limitations. All recommendations were adopted, and the meeting adjourned.
AZ

Arizona 2026 Regular Session

02/11/2026 - House Government #1

Transcript Highlights:
  • Just last month, Accuracy in Media reported on two ASU administrators confessing that they continue to
  • Just last month, Accuracy in Media reported on two ASU administrators confessing that they continue to
Keywords: 1182, all
Summary: The Special Committee on Government heard and advanced three measures. First, HCR 2044, a constitutional amendment to expand Arizona’s prohibition on preferential treatment and discrimination based on race or ethnicity in public education, public spending, and hiring, drew support from the Speaker, Goldwater Institute, and other advocates who argued it would close loopholes and reaffirm merit-based treatment. Opponents argued it would chill speech, training, and discussion of race and identity in public institutions. The committee approved the resolution on a 4-3 vote. The committee then considered HB 2671, as amended, which narrows mandatory transfer to adult court for juveniles by limiting chronic felony offender treatment to higher-level felonies and preserving judicial/prosecutorial discretion for lower-level repeat offenses. The sponsor and juvenile defense testimony said the bill would keep low-level youth offenders in juvenile court where rehabilitative services are available and reduce recidivism, while still holding them accountable. The Blackman amendment was adopted, and the bill passed 7-0. Finally, HB 2676 was heard to reduce the age for restoring firearm possession rights for certain juvenile offenders from 30 to 25 and to broaden restoration eligibility for other juvenile felony convictions. Supporters said it would align firearm-rights restoration with juvenile record-destruction timelines and help rehabilitated individuals move forward without unnecessary barriers. The committee approved HB 2676 unanimously, 7-0.
HI

Hawaii 2025 Regular Session

HHS Informational Briefing 10-16-2025

Hawaii Senate Floor Meeting

Transcript Highlights:
  • It codified procedures to require verification of the accuracy and completeness of the data reported
  • It codified procedures to require to It codified procedures to require to verify<00:23:34.880> accuracy
  • and<00:23:35.600> completeness<00:23:36.159> of<00:23:36.320> the verify accuracy
  • and completeness of the verify accuracy and completeness of the data<00:23:36.799> reported<00
  • of of the uh increase the um accuracy of of the uh reports.
Keywords: 912, senate, all
Summary: The informational briefing focused on the Office of the Auditor’s recent audit of Hawaii’s deposit beverage container program and the Department of Health’s response. State Auditor Les Condo reviewed the program’s structure, noting it was created to increase recycling and reduce litter, but said prior audits have repeatedly found weak internal controls, reliance on self-reported data, and an “honor system” approach. He cited examples of underreporting and overpayment risks, including a Whole Foods settlement and secret-shopper testing at a redemption center where the program reimbursed more than what was actually paid to consumers. Condo said the special fund continues to grow, increasing by more than $12 million between FY24 and FY25, and that the 2024 audit found no meaningful progress in implementing earlier recommendations. He also noted that many prior recommendations were later codified in law, including risk-based audits and internal control requirements, and said the office will audit the program again in about a year. Senator Fevella said the briefing was needed because he has seen little progress over the years and emphasized the program’s goals of reducing litter and promoting recycling. He noted that Hawaii has lost a glass recycler, underscoring broader challenges in the system. Department of Health Deputy Director Kathleen Hoe said the department is committed to addressing longstanding problems and said the director’s office meets with the program twice a month. Program staff outlined steps being taken to respond to the audit, including revising accounting and inspection/enforcement manuals, retaining third-party services, and implementing risk-based audits of distributors and redemption centers. They said internal control process documents from distributors were due June 30, with about 200 received and roughly 100 still outstanding, and that enforcement letters are being sent. The department also described plans for electronic reporting to reduce manual entry and improve accuracy, as well as a broader legislative proposal for a tiered audit system. Under that proposal, larger distributors would remain subject to the current every-other-year audit requirement, middle-tier distributors would be audited every five years, and smaller distributors would be exempt. Officials said the governor had temporarily waived enforcement of the 2025 independent audit requirement because of cost concerns for smaller distributors, while the department reviews submitted audits and considers a longer-term fix. No votes or formal committee actions were taken during the informational briefing.
MA

Massachusetts 2025-2026 Regular Session

Joint Committee on Children, Families and Persons with Disabilities Jun 21st, 2026 at 01:00 pm

Joint Committee on Children, Families and Persons with Disabilities

Transcript Highlights:
  • To be clear, error rate is not fraud, but a reflection of errors in either payment accuracy or errors
  • With sufficient staffing, the Commonwealth can mitigate the harms of the bill's cuts, improve accuracy
  • of caseworkers puts thousands of eligible families at risk of losing... ...SNAP, and if payment accuracy
  • We feel confident that the accuracy challenges that have come on the heels of that crisis over the pandemic
Keywords: 995, all
Summary: The House Committee on Children and Families held a hybrid hearing on a broad set of anti-hunger, family support, and basic-needs bills. Early testimony focused on SNAP and DTA operations: Rep. DeRosa and others urged passage of H. 196/S. 167 to require DTA to identify staffing, technology, funding, and operational needs to improve timeliness and customer service, warning that unanswered calls, delayed recertifications, and federal changes could sharply raise state costs through higher SNAP administrative burdens and payment-error penalties. Speakers from Massachusetts Law Reform Institute and Project Bread said DTA is under-resourced, caseloads have grown, and families are being denied or delayed due to phone and paperwork barriers. Another major SNAP-related bill, H. 254/S. 147, would require the Commonwealth to replace stolen EBT/SNAP benefits; testimony described more than $13 million stolen from about 27,000 households since June 2022 and argued families should not bear losses from organized theft rings. The committee also heard strong support for H. 207/S. 117, which would restore state-funded nutrition assistance for legally present immigrants excluded from federal SNAP under recent federal changes. Advocates from Project Bread, the Massachusetts Law Reform Institute, local immigrant services, and public health groups said the federal cuts would leave thousands of residents, including refugees, asylum seekers, trafficking survivors, and children, without food support, and argued Massachusetts has a history of filling this gap. Testimony also supported H. 222/S. 104 to make the Healthy Incentives Program permanent and year-round; supporters said HIP improves nutrition, boosts local farms and regional economies, and had already served more than 212,000 households in FY25. A related child-support bill, H. 201/S. 110, would increase the amount of child support passed through to TAFDC families and expand good-cause exemptions; witnesses said the change would put more money directly in families’ hands, reduce poverty, and better protect survivors of domestic violence and families with complicated co-parenting situations. A large portion of the hearing was devoted to deep-poverty and diaper-related legislation. Supporters of H. 214/S. 118 said cash assistance grants have lost value over time and should be raised annually until they reach half of the federal poverty level; advocates from Children’s HealthWatch, Hopewell, the Lift Our Kids Coalition, and parents described the links between deep poverty, poor child health, family stress, and child welfare involvement. They argued that higher grants would help families meet basic needs, reduce hospitalizations and neglect reports, and provide stability amid federal cuts. Finally, multiple witnesses backed diaper legislation, including H. 220/S. 151 and related bills, to create a diaper benefits pilot and/or diaper allowance commission. Testimony from the National Diaper Bank Network, MassCAP, Children’s HealthWatch, local diaper banks, and parents said diaper need is widespread, affects parental employment and mental health, and can cause health problems for infants; a federally funded pilot in Massachusetts was cited as showing improved employment, financial stability, reduced stress, and fewer diaper rashes. No votes or final actions were taken during the hearing; the committee heard testimony and asked questions throughout.
NM
Transcript Highlights:
  • And we're gonna use a tool called Lexia here to try to get them up to 80% accuracy.
  • are anticipating that we'll not only increase the speed at which Data is available, but also the accuracy
  • I just want to make sure that we have the safeguards in place. to maintain consistency and accuracy for
  • Year two builds on the foundation by monitoring presentation to ensure content accuracy and quality while
KY
Transcript Highlights:
  • reviewed by a Medicaid agency before payment is issued, so it's withholding payment to verify the accuracy
  • c><00:20:40.640> to<00:20:41.039> verify<00:20:41.520> the<00:20:41.760> accuracy
  • <00:20:42.559> and payment uh to verify the accuracy and payment uh to verify the accuracy
Keywords: 958, all
Summary: The committee first took up Senate Bill 27, as amended by committee substitute, which would create a Kentucky Parkinson’s disease research registry. The sponsor said the substitute was developed with UK, U of L, the Michael J. Fox Foundation, and Parkinson’s in Motion to better define a movement disorder center, add Parkinson’s experts from both universities to the advisory committee, require automated reporting, and delay implementation until 2027. Testimony emphasized the need to track diagnoses and testing while protecting confidentiality and allowing people to opt out. The committee adopted the substitute and then voted unanimously to pass SB 27 with a favorable expression. The committee then heard Senate Bill 93, dealing with hearing aid coverage for children. A parent described the high cost of hearing aids for her son and the financial burden created by insurance limits, while a pediatric audiologist explained that early identification and treatment improve language outcomes and that families can spend about $30,000 on hearing aids from birth to age 18. The committee substitute removed adults from the bill and added an in-network requirement for pediatric audiologists, along with a replacement interval consistent with Medicaid guidelines and repair/loss coverage provisions. After questions about costs, replacement timing, and insurer practices, the committee voted unanimously to pass SB 93 with a favorable expression. Finally, the committee considered Senate Bill 153, a transparency and due-process bill concerning Medicaid prepayment review. The sponsor and witnesses from Addiction Recovery Care and Frontier Behavioral Health said prepayment reviews can be imposed with little notice or explanation, disrupt cash flow, and burden rural and smaller providers; they argued the bill would require clearer notice, reasons, and timelines without stopping legitimate reviews. Members asked about managed care organizations, contract issues, and whether the bill would conflict with existing agreements, and the sponsor said it would not. After discussion and an explanation of vote from Senator Douglas, the committee voted to pass SB 153 with a favorable expression.
TX
Transcript Highlights:
  • Allowing them to be altered undermines their accuracy and enables policies that create unfair advantages
  • Birth certificates are important legal documents and their accuracy is something that should be taken
  • This bill is not only about biological accuracy, it's about honoring that. truth.
  • It's a very short window to get all the work done for the logic and accuracy. a test to produce a ballot
  • 45 days before the election to mail overseas. maybe consider letting the logic and accuracy tests proceed
MN

Minnesota 2025-2026 Regular Session

House Children and Families Finance and Policy Committee 2/25/26

Children and Families Finance and Policy

Transcript Highlights:
  • Yet only 10 of those cases were reviewed for payment accuracy.
  • When high-quality support is provided, Minnesota can improve our case accuracy, reduce payment errors
  • , Minnesota can improve our case accuracy, Minnesota can improve our case accuracy, reduce<00:30:
  • However, our ability to be partners in accuracy will be diminished if funding is reduced.
  • <00:36:02.240> in make sure that there's accuracy in make sure that there's accuracy in what's
NH

New Hampshire 2026 Regular Session

House Election Law (05/05/2026)

Election Law

Transcript Highlights:
  • data between the departments of safety and the Secretary of State for the purpose of verifying the accuracy
  • 00:02:21.520> of<00:02:21.640> verifying<00:02:22.200> the<00:02:22.320> accuracy
  • <00:02:22.760> of the purpose of verifying the accuracy of the purpose of verifying the accuracy
Keywords: 1189, house, all
KY
Transcript Highlights:
  • It creates a lot of need for system accuracy, and then, in addition to those challenges, we have an ever-growing
  • <00:10:18.320> need<00:10:18.560> for<00:10:18.800> system<00:10:19.120> accuracy
  • ><00:10:20.000> and<00:10:20.079> and<00:10:20.399> then of need for system accuracy
  • and and then of need for system accuracy and and then in<00:10:20.800> addition<00:10:21.040>
Summary: The House Budget Review Subcommittee on Personnel, Public Retirement, and Finance held its first meeting and heard a presentation from personnel cabinet officials on a major request to replace the Kentucky Human Resources Information System, known as CHRIS, which currently handles HR, payroll, tax compliance, and health plan administration for state government and several local offices. Officials said the system supports payroll for about 48,000 employees, covers all three branches of government and 24 sheriff and county clerk offices, and stores records for nearly 475,000 current and former users. They explained that SAP has said the system will reach end of life and lose support by 2030, creating risks around security, maintenance, and tax compliance if it is not replaced. Commissioners and staff emphasized that the replacement is needed not just as an upgrade but as a full system replacement, especially because the current platform no longer receives meaningful HR enhancements and will eventually lose security updates and tax tables. They also described the Kentucky Employees Health Plan as a major driver of the project, noting it serves nearly 300,000 covered lives, many school boards, pre-65 retirees, and more than 700 entities, with significant complexity in billing, premium collection, and regulatory compliance. Officials said the new system would help address current manual workarounds, support changing insurance rules, and better protect personally identifiable and health information. Members asked detailed questions about the $151 million request, including why the estimate had risen by more than $50 million, what would happen if the project missed the 2030 deadline, how progress would be tracked, how vendor costs were estimated, and what the largest cost components would cover. Officials said the increase was mainly due to inflation and changing requirements, and that there was no real backup plan if the replacement was not completed before support ends. They said the project would be managed through an RFP process expected in July 2026, with kickoff in January 2027 and go-live by July 2030, and that oversight would include an enterprise steering committee, monthly updates, and existing quarterly COT reporting to LRC. They also explained that the largest share of the request is for implementation and integrator services, with additional amounts for software licensing and hosting, independent verification and validation, dependent verification, FSA administration, and limited contract support, and that payments would be tied to deliverables and acceptance testing.
MN

Minnesota 2025 1st Special Session

Transparent Artificial Intelligence Governance Alliance 12/11/25

Minnesota House Floor Meeting

Transcript Highlights:
  • How do they test it for accuracy? >> So, Madam Chair, that's a great question.
  • So the guidance is to take that initial output, review it for accuracy.
  • review it to take that initial output to review it as<00:16:08.160> for<00:16:08.560> accuracy
  • > If<00:16:10.079> you<00:16:10.320> don't<00:16:10.560> know As for accuracy
Keywords: 1183, house