Video & Transcript Research : 'student progress monitoring'
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KY
Kentucky 2026 Regular Session
Interim Joint Committee on Education (8-1-23)
Keywords:
KY LRC YouTube, https://www.youtube.com/watch?v=Kefjl1ySl44, 2026-06-21T07:17:04+00:00, 2.2.24, Data collected via generic collector engine, Meeting Start - 00:00:00
Call to Order- 00:00:19
Approval of Minutes- 00:01:47
Kentucky Center for Mathematics- 00:07:20
Impact of Instructional Coaching- 00:53:37
New JCPS Policies for Student Achievement- 01:35:37
Consideration of Administrative Regulation- 02:18:11
Adjournment- 02:20:52, 958, all, 2.2.42, 2.1.47
OK
Oklahoma 2026 Regular Session
Appropriations and Budget Education Subcommittee Feb 9th, 2026 at 10:30 am
A&B Education Subcommittee
Transcript Highlights:
- Public schools are not harmed when homeschool students are treated fairly.
- Students in accredited school.
- removing the requirement for homeschool students?
- accorded to students in our public school system.
- So, those are students actually attending public school.
Bills:
HB3674, HB4326, HB4331, HB3029, HB2963, HB3551, HB2973, HB3019, HB3461, HB2961, HB3261, HB3759, HB3429, HB3069, HB3372, HB3705
Keywords:
school resource officer, sexual assault training, law enforcement training, CLEET, school safety, mental health, continuing education, HB4326, Oklahoma Higher Learning Access Program, Oklahoma's Promise, scholarship, tuition assistance, higher education, State Regents for Higher Education, eligibility expansion, adopted students, foster care, DHS custody, child-placing agency, tribal custody
AL
Alabama 2025 Regular Session
Alabama Senate Education Policy Committee Apr 9th, 2025
Education Policy
Transcript Highlights:
- We see in the students that we have taught.
- We know that some of those students answer the some of those students answer the question, "Do you plan
- I'm in the classroom with our students here in this city in Montgomery. students here in this city in
- They're wearing an ankle monitor in the classroom.
- We simply want our community, our parents, and students to… community, our parents, and students to have
Keywords:
Ten Commandments, public education, displays, funding, Alabama law, STEM, science education, technology education, engineering education, math education, workforce development, career pathways, Alabama STEM Council, Department of Workforce, education policy, higher education, community colleges, K-12 education, teacher pipeline, STEM careers
FL
Transcript Highlights:
- This bill strengthens monitoring and verification, transforming these programs into what they are intended
- I agree. monitoring or evaluations.
- This bill strengthening, monitoring verification, transforming these programs are what they are intended
- They'll also charge you $2,000 for GPS monitoring, $2,000 to pay for an off-duty detective. ...against
- the GPS monitoring, $2,000 to pay for an off-duty detective, your abuser's location so you can sleep
Keywords:
sexual offender, sexual predator, sex offender registry, child protection, residency restriction, loitering, proximity restriction, public swimming pool, school safety, child care facility, day care center, park, playground, conditional release, probation, community control, warrantless arrest, background check, registry screening, minor victims
Summary:
The committee took up a series of criminal justice and public safety bills. SB 1084, which exempts certain identifying and location information for non-legal support staff in state attorneys’ offices from public records requests, was supported by prosecuting attorneys and reported favorably. SB 212, as amended, created new restrictions related to sexual offenders and predators, including a 200-foot restricted presence provision near certain locations and updated notification/supervision requirements; it drew strong opposition from researchers, advocates, and affected families who argued it lacked evidence and would increase homelessness, but it was reported favorably. SB 682, addressing domestic violence, coercive control, strangulation, animal abuse, injunctions, and related training and enforcement issues, received emotional survivor testimony and support from animal welfare and law enforcement groups and was reported favorably. SB 656, creating and renaming FDLE Internet Crimes Against Children funding and grant programs, was amended and reported favorably and unanimously.
The committee also considered SB 810 on sealing criminal history records, which would expand eligibility for some non-conviction records and one low-level misdemeanor conviction after waiting periods and judicial review; supporters said Florida is unusually restrictive, while one senator raised concerns about the scope, and the bill was reported favorably. SB 890, creating a standalone battery by strangulation offense applicable outside domestic relationships, was reported favorably after the sponsor said it would close a gap in current law. SB 892, revising habitual offender and violent career criminal sentencing procedures and notice requirements, was reported favorably, with defense lawyers supporting the clearer pretrial notice. SB 928, “Missy’s Law,” requiring immediate remand to custody after conviction of certain dangerous crimes, was amended to include computer pornography/child exploitation offenses and reported favorably after a family member of the namesake victim testified in support.
Later, SB 1284 modernized arrest and search warrant statutes, expanding judicial summons options for some misdemeanors and broadening warrant/arrest authority in certain DUI, injunction, domestic violence, and misdemeanor force cases; defense lawyers supported the judicial-discretion portions but raised concerns about DUI/BUI arrests, and the bill was reported favorably. Finally, SB 812, a technical companion to SB 810 updating public records treatment for sealed criminal history records, was amended to clarify prosecutorial access for later cases and reported favorably. Several bills were supported by law enforcement, prosecutors, and advocacy groups, while others drew opposition from civil liberties, treatment, homelessness, and criminal defense advocates. The meeting adjourned after members recorded additional votes on selected tabs.
AL
Alabama 2025 Regular Session
Alabama House Commerce and Small Business Committee Feb 19th, 2025
Commerce and Small Business
Transcript Highlights:
- So, say there’s a media monitoring organization...
- There’s a media monitoring organization that deems a certain entity to be not factual or to spread misinformation
Keywords:
government contracting, state agencies, local agencies, procurement, marketing contracts, advertising contracts, media monitoring, fact-checking, news ratings, bias ratings, misinformation, journalistic standards, news accuracy, vendor certification, contractor certification, public relations, media analytics, government procurement, Alabama, data privacy
AZ
Transcript Highlights:
- program applicant must reside in a location where GPS monitoring is functional.
- It has electronic monitoring, job requirements, and a phased-out approach, too.
- It also allows people to reintegrate responsibly while still being closely monitored.
- I want to know where the budget is for the monitoring, the infrastructure, for these thousands of people
- And in that, you're going to need the monitoring, and I would like to know, has a budget been accommodated
Bills:
SB1110, SB1140, SB1234, SB1275, SB1426, SB1436, SB1470, SB1489, SB1512, SB1540, SB1556, SB1568, SB1569, SB1573, SB1585, SB1609, SB1627, SB1634, SB1635, SB1648, SB1654, SB1687, SCR1027, SCR1040
Keywords:
home confinement, electronic monitoring, community supervision, criminal justice reform, recidivism, expungement, misdemeanor, criminal record, Arizona Revised Statutes, judicial process, record sealing, juvenile court, legal representation, appointed attorney, guardian ad litem, child welfare, veterans, mental health, criminal diversion, military service
Summary:
The Judiciary and Elections Committee met with a hard stop at 4:30 and approved the February 4, 2026 minutes. The chair announced several bills would be held for a later supplemental meeting, then took up SB 1426, the “squatter” bill. The bill was described as changing forcible detainer rules for unauthorized occupants and requiring immediate writs of restitution after judgment. Testimony from the Arizona Association of Chiefs of Police and the Maricopa County Sheriff’s Office supported the measure as a practical, collaborative response to unlawful occupancy. SB 1426 received a do-pass recommendation on a 7-0 vote.
The committee next considered SB 1687, a strike-everything amendment moving the primary election date from late July to the Tuesday before Memorial Day starting in 2027. The sponsor said the goal was to give more time between the primary and general elections and align Arizona more closely with other states. County election officials testified in neutral, saying they generally supported more time but flagged several issues, including filing deadlines, consolidated election dates, polling place availability, redistricting timelines, signature calculations, and possible conflicts with presidential preference elections. The amended bill passed 4-3, with concerns raised about clean elections qualification periods and state versus local control over elections.
The committee then approved SB 1110, which creates a home confinement program for certain nonviolent inmates, with GPS monitoring, eligibility limits, and a 50-to-1 inmate-to-officer ratio. Supporters said it would help families, reduce recidivism, and save money; an opponent criticized the retroactive effective date and questioned funding and monitoring capacity. SB 1110 received a do-pass recommendation on a 5-1 vote. SB 1275, which allows courts to consider PTSD and related service-connected conditions when sentencing certain veterans and first responders, drew support from the sponsor and advocates but opposition from county officials who argued it would undermine mandatory sentencing and victims’ rights; it passed 7-0.
Finally, the committee heard SB 1140, as amended, which allows expungement of eligible misdemeanor records after a waiting period, with exclusions for serious offenses and special rules for shoplifting and peace officer employment. Supporters, including a formerly incarcerated advocate and a retired police chief working on anti-trafficking issues, said expungement would improve employment and stability and give people a real second chance. The committee adopted the amendment and then passed SB 1140 as amended on a 7-0 vote before adjourning.
AZ
Arizona 2026 Regular Session
01/28/2026 - Senate Health and Human Services
Health and Human Services
Transcript Highlights:
- We enhanced our monitoring, excuse me, we enhanced our We enhanced our monitoring tool.
- Commit's monitoring team successfully completed all 491 monitoring visits assigned during the three-year
- pilot, fully meeting the contract's monitoring obligations.
- We administered medication, we monitored him for side effects.
- We monitored him for side effects.
Bills:
SB1051, SB1114, SB1115, SB1122, SB1132, SB1162, SB1169, SB1171, SB1172, SB1173, SB1174, SB1175, SB1179, SB1188, SB1233, SB1236, SB1242, SB1316, SB1368
Keywords:
SB1051, Arizona hospitals, immigration status, patient intake, admission forms, registration forms, health care reporting, uncompensated care, emergency department, lawfully present, undocumented immigrants, noncitizen patients, hospital funding, Arizona Department of Health Services, ADHS, border security, health care institutions, patient privacy, medical access, immigration policy
Summary:
The Health and Human Services Committee approved the January 21 minutes and then heard a series of bills focused on developmental disabilities oversight, behavioral health fraud, AHCCCS operations, child safety, and state hospital capacity. SB 1179 would make the Developmental Disabilities Group Home Monitoring Program permanent and remove the appropriations contingency; Disability Rights Arizona and program managers testified that Commit had identified systemic care problems, while the sponsor said the work should continue. The bill received a 6-1 do-pass recommendation. SB 1114 would appropriate $1 million to the Maricopa County Attorney’s Office for behavioral health patient brokering investigations; Native advocates described widespread recruitment and exploitation of vulnerable people, especially Native Americans, and the bill passed 8-0. SB 1115 would prohibit AHCCCS from allowing remote work for Access employees; the sponsor argued in-person oversight was needed, while AHCCCS warned of space and staffing problems. It passed 4-3. SB 1051 would require hospitals to collect and report patients’ citizenship or immigration status for cost accounting; supporters called it a data-collection measure, while nurses and physicians said it would create fear and deter care. It passed 4-3. SB 1122, as amended, would replace prior authorization with 100% prepayment review for certain behavioral health services under the American Indian Health Plan, and passed 7-0 after AHCCCS said it had worked on the amendment. SB 1132, to appropriate unspecified funds for a new Arizona State Hospital wing, drew testimony from families and advocates describing severe shortages of state hospital beds and the need for more long-term treatment capacity; it passed 7-0. SB 1169, to fund graduate medical education and a new residency program, passed 6-0. SB 1171, requiring AHCCCS to check for dual enrollment in exchange plans and AHCCCS, passed 4-2-1 after AHCCCS said implementation would require system changes and costs. SB 1172, requiring more experienced DCS investigators for repeated abuse/neglect reports and court notification of hotline calls in dependency cases, passed 7-0. SB 1173, requiring behavioral health facility applicants, owners, and licensees to be U.S. citizens or lawfully present permanent residents with fingerprint clearance cards, passed 4-3 after an amendment clarifying the lawful-presence requirement.
TX
Transcript Highlights:
- Furthermore, certain judges have decided that data related to failures to comply with ankle monitors.
- Both of them were wearing an ankle monitor at the time.
- Information on their ankle monitor can show their whereabouts. I was just dumbfounded.
- In 2019, there were only 600 defendants on bond that were required to wear an ankle monitor—600.
- But if someone breaks out of their ankle monitor, nobody really knows about that. Yeah.
Keywords:
SB 535, Texas criminal procedure, rape shield, victim sexual history, past sexual behavior, sexual assault evidence, trafficking of persons, continuous trafficking, indecency with a child, continuous sexual abuse, aggravated sexual assault, indecent assault, consent defense, in camera hearing, Rule 412, Rule 609, victim protection, evidence admissibility, criminal evidence, sexual offense prosecution
LA
Keywords:
grading scale, education reform, students, public schools, academic policy, special education, due process, local education agency, burden of proof, IEP, education law, data sharing, student information, privacy, education, LA FIRST, foreign adversaries, terrorism, contracting, school funding
LA
Keywords:
mandatory reporting, school employees, child protection, training requirements, Department of Children and Family Services, education, reading program, student eligibility, literacy, school performance, R.E.A.D. program, book distribution, École Pointe-au-Chien, French immersion, public school, Terrebonne Parish, grade levels, independent school, virtual school, extracurricular activities
AL
Alabama 2026 1st Special Session
Alabama Senate Education Policy Committee Feb 18th, 2026
Education Policy
Transcript Highlights:
- But, uh, with your permission, would you mind if I ask them to stand so we can see the students from
- Thank you all for being here today and thank you for the job that you do in your schools for our students
- see it, but if you want to see it up close, this is my husband with the teacher and some of the students
- from that class that appeared students from that class that appeared in<00:08:52.959>
the <00: - I wish I could meet them today students.
Keywords:
school safety, local law enforcement, superintendent, complaints, school bus regulations, education funding, RAISE Act, student outcomes, public schools, local education agencies, accountability, weighted allocations, special education, English language learners, gifted students, tax exemption, ad valorem tax, tangible personal property, business incentives, economic impact
MN
Transcript Highlights:
- <00:03:59.159>
opportunities reduced limiting students opportunities reduced limiting students - pupil at approximately 1,200 students pupil at approximately 1,200 students that<00:07:38.160>
- you do for your own students.
- you do for your own students.
- you do for your own students.
Keywords:
HF51, Sibley County, State-Aid Highway 21, capital investment, bonding bill, general obligation bonds, transportation infrastructure, road improvements, sanitary sewer, water main, storm sewer, local infrastructure, county grant, Minnesota Department of Transportation, bond proceeds fund, public works, utility infrastructure, education finance, school district funding, tax base adjustment
FL
Transcript Highlights:
- And let's imagine that it has a thousand students.
- And let's imagine that it has a thousand students.
- The district would lose money because they lost students, and the money followed the student to the charter
- No, but this is different than the $8,000 or so per student.
- No, but this is different than the $8,000 or so per student.
Keywords:
child welfare, negligence, settlement, injury compensation, Department of Children and Families, motorcycle accident, compensation, Department of Transportation, legal claim, autism, autism spectrum disorder, ASD, special education, exceptional student education, ESE, teacher preparation, educator certification, micro-credential, loan forgiveness, student loan repayment
Summary:
The Appropriations Committee met and considered a large agenda of bills, reporting several measures favorably. Early action included SB 6, a settled claim bill involving the Department of Children and Families and the estate of Leila Estrada and Sapphire Williams, which was approved for $3.8 million. The committee also passed a cybersecurity internships bill creating a Department of Commerce program with Cyber Florida, and SB 532, which lets clerks of court retain the full amount of certain excess revenue and clarifies foreclosure-sale procedures. Veterans housing measures, CS for CS for SB 1602 and SB 1604, were approved to create a pilot program and a related trust fund for vacancy relief and risk mitigation for veteran housing. The committee also favorably reported SB 1110 on Medicaid and insurance coverage for orthotics and prosthetics, with emotional testimony from a student and family describing the high cost and importance of activity-specific prosthetics.
Members also approved CS for CS for SB 1012 after adopting an amendment that removed inmate emergency and specialty medical service compensation provisions while retaining changes to the contractor-operated institutions inmate welfare trust fund. Another bill, CS for CS for SB 1614, was narrowed by a delete-all amendment to focus on limiting the use of excess fees for new building construction by local governments. All of these measures were reported favorably after brief debate, with some support testimony submitted in writing or waived.
The most extensive discussion centered on CS for CS for SB 17, a major Medicaid and public assistance overhaul. The bill would create a Joint Legislative Committee on Medicaid Oversight, allow the Legislature to retain its own actuary, tighten Medicaid program oversight, update encounter-data reporting, set performance standards for managed care plans, revise pharmacy benefit manager rules, and require DCF to implement SNAP fraud-reduction and payment-accuracy reforms, including photo IDs on EBT cards and updated work requirements. It also would direct agencies to seek federal waivers for Medicaid work requirements for able-bodied adults and expanded behavioral health services. After lengthy questioning and testimony, the committee adopted amendments adding a transitional medical benefits glide path for people who gain employment and later lose Medicaid eligibility, and exempting hospice patients with six months or less to live. Supporters argued the bill would improve accountability, reduce fraud, and save money, while opponents warned it would create administrative burdens, increase paperwork, and cause eligible people to lose coverage or food assistance. The committee ultimately reported the bill favorably as amended.
NM
Transcript Highlights:
- It's when a student is crossing the street and not looking.
- and the people around the students.
- the students, while we wait for somebody to come in.
- I've been to urgent care twice because of a student assault.
- Students with disabilities made up 17 percent of students in the 2020-2021 school year, but they made
Keywords:
constitutional amendment, legislative sessions, veto override, New Mexico legislature, session length, legislative session, even-numbered years, New Mexico Constitution, student behavior, physical restraint, seclusion, public schools, training, de-escalation, student safety, behavior interventions, criminal offenses, peace officer, Victims of Crime Act, law enforcement
ND
North Dakota 2026 1st Special Session
House Floor Session Jan 23rd, 2026 at 09:00 am
North Dakota House Floor Meeting
Transcript Highlights:
- Early intervention prevents progression of illness and reduces complications and downstream costs as
- does a pharmacist have the clinical skills to, you know, we spend a lot of effort training medical students
- So I think they have a plan that's in progress that is working.
- This will allow all executive branch agencies to use a content scanning and monitoring tool that has
Keywords:
presidential physical fitness test, physical education, fitness assessment, student fitness, school curriculum, graduation requirements, elementary school, middle school, high school, public schools, nonpublic schools, superintendent of public instruction, exceptions, disability accommodations, North Dakota studies, computer science, cybersecurity, health education, concept-based fitness class, school standards
Summary:
The North Dakota House convened in special session with prayer, roll call, and a quorum present, then took up several rural health-related bills. Senate Bill 2401, as amended, required physicians to complete one hour of continuing education in nutrition and metabolic health each renewal cycle and also added language allowing criminal history background checks for the Board of Occupational Therapy Practice. Supporters emphasized the role of nutrition in reducing chronic disease, and the bill passed 92-0.
The House then considered Senate Bill 2402, which expanded pharmacists’ limited prescriptive and therapeutic substitution authority for certain low-acuity conditions and clarified related lab-test and communication requirements. Members discussed examples such as motion sickness, cold sores, lice, hypoglycemia, COVID and flu testing, emergency access to medications and supplies, and limits excluding certain drug classes; the bill passed 91-1. Senate Bill 2403 created a temporary medical facility emergency operating loan option through the Bank of North Dakota for qualifying rural hospitals facing severe financial distress, with extensive debate over the targeted nature of the aid, anti-gifting concerns, repayment terms, and the hospital’s turnaround plan; it passed 80-12.
Senate Bill 2404 appropriated funds for NDIT to address federal digital accessibility requirements and for the Public Service Commission’s litigation efforts related to transmission costs, with a backup loan authorization available if needed; it passed 92-0. At the close of the session, leaders thanked members and staff for their work on the rural health transformation package, a committee notified the Governor and the Senate that the House had completed its business, absent members were excused, and the House adjourned sine die.
ND
North Dakota 2026 1st Special Session
House Floor Session Jan 21st, 2026 at 08:30 am
North Dakota House Floor Meeting
Keywords:
presidential physical fitness test, physical education, fitness assessment, student fitness, school curriculum, graduation requirements, elementary school, middle school, high school, public schools, nonpublic schools, superintendent of public instruction, exceptions, disability accommodations, North Dakota studies, computer science, cybersecurity, health education, concept-based fitness class, school standards
Summary:
The North Dakota House convened in special session with prayer, the Pledge of Allegiance, and the reading of communications from the Secretary of State and Governor Kelly Armstrong certifying the special session call. The governor’s executive order said the session was called to act on funding for the Rural Health Transformation Program so the state could accept and appropriate federal funds and avoid interruptions to government services. Three new members, Representatives McNally, Scraw, and Timmons, were sworn in, and the roll showed 91 members present, establishing a quorum.
The main business was a Rules Committee report outlining temporary special-session rules. The changes were designed to speed up floor action, including allowing second reading the same day a bill is reported from committee, final passage one day after first reading, and immediate transmission to the other chamber unless reconsideration is noticed. The report also replaced the regular standing committee structure with two joint committees: Joint Appropriations and Joint Policy, allowed remote testimony and remote member participation with approval, and limited bill introduction to Legislative Management-approved bills or bills approved by a two-thirds vote. Several deadline changes for resolutions and bill filing were also described, with some provisions delayed until the special session ends.
The House adopted the Rules Committee report after a motion by Representative Bosch and no opposition. During announcements, the clerk listed the membership of the Joint Appropriations and Joint Policy committees, and the Highway Patrol announced safety sessions for legislators in the Rough Rider Room at 11 a.m. that day and the next day. The House then recessed until the joint session scheduled for 10 a.m. the following day.
TX
Transcript Highlights:
- HB number 126 by Tepper, relating to the compensation in per. of prospective student-athletes and student-athletes
- HB 126 allows universities to enter into direct NIL agreements with students. student-athletes, which
- The bill does not allow student-athletes to receive NIL payments before enrolling in a university. student-athletes
- What am I supposed to tell that student?
- We believe in our student-athletes.
Keywords:
education funding, Texas State Technical College System, constitutional amendment, capital projects, workforce education, military education, early registration, ROTC, corps of cadets, higher education, military academy, student athletes, name image likeness, compensation, intercollegiate athletics, representation, tuition assistance, military, Texas State Guard, education
AL
Alabama 2025 Regular Session
Alabama Senate Finance and Taxation Education Committee Apr 2nd, 2025
Finance and Taxation Education
Transcript Highlights:
- consolidate, like all of the... and again, I don't know what's in the bill, but things like IEPs, student
- No data that we have on students ever leaves and goes out to the internet to say GPT or anything like
- In some places, the school secretary actually does the registration when a student enrolls.
- Um, we did not, we're 99.9% sure, I'm as close to 100% as I can be, that none of our student data was
- The PowerSchool is currently paying for PowerSchool is currently paying for credit monitoring for anybody
Keywords:
sales tax, local exemption, Consumer Price Index, tax holiday, clothing tax exemption, school supplies, sales tax exemption, baby supplies, baby formula, maternity clothing, menstrual hygiene products, use tax, exemption, tax conformity, tangible personal property, Alabama Department of Revenue, retail tax, consumer use tax, nonresident, religious publications
AL
Alabama 2025 Regular Session
Alabama House Ways and Means General Fund Committee Feb 19th, 2025
Ways and Means General Fund
Transcript Highlights:
- As between now and whenever this bill progresses totally, I mean that the amendment was from Medicaid
Keywords:
judicial compensation, salary increase, court system, Alabama legislation, judges, HB187, court fees, docket fee, sheriff's fund, sheriff's office, jail operations, law enforcement, county sheriff, court filing fees, Alabama Code 12-19-312, solicitor's fund, clerk's fund, forensic services trust fund, budget flexibility, public safety
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 48 - Afternoon Session Apr 28th, 2026 at 01:15 pm
Oklahoma House Floor Meeting
Transcript Highlights:
- Roll call is now in progress.
- Roll call is now in progress.
- Roll call goes down progress. MC, John's eye, Eve's eye.
- Roll call is now in progress.
- Is now in progress. Layi Dempsey. Tedford III.
Bills:
SB1475, SB1447, HB2288, SB1521, SB592, SB1533, HB1276, SB201, SB1477, SB1232, SB1255, SB1327, SB1525, SB1721, SB667, SB1436, SB1317, SB604, SB1325, SB1496, SB2007, SB1567, SB2112, SB1980, SB1735, SB1558, SB1491, SB1287, SB1378, SB1369, SB1441, SB137, SB483, SB843, SB1433, SB1257, SB1365, SJR49, HJR1090, HJR1091, HJR1092, HJR1093, HJR1095, HJR1094
Keywords:
memorial, infrastructure, transportation, dedication, Toby Keith, employees insurance, contract awarding, certifications, state procurement, insurance plan, teachers, retirement, postretirement employment, earnings limitations, Oklahoma, artificial intelligence, AI, generative AI, chatbot, conversational AI