Video & Transcript Research : 'high-risk AI decisions'
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OK
Oklahoma 2026 Regular Session
Government Modernization and Technology Feb 9th, 2026 at 03:00 pm
Government Modernization and Technology
Transcript Highlights:
- House Bill 3545 sets responsible standards for state agency use of AI.
- So it will require human oversight for any high-risk decisions, transparency whenever there's AI-generated
- content being used, and annual reporting so that all of the constituents know what AI is being used
- So this ensures that any rights remain with people and that AI cannot be used as a shield for, you know
Keywords:
broadband, Oklahoma Broadband Office, broadband access, statewide broadband plan, internet connectivity, funding, grant programs, expansion council, termination plan, Oklahoma, Gas Hub, artificial intelligence, national laboratory, public-private partnerships, aerospace, high-performance computing, economic development, state agencies, high-risk AI decisions, deepfakes
MN
Minnesota 2025-2026 Regular Session
Commerce Committee Meeting - 2026-04-07
Commerce Finance and Policy
Transcript Highlights:
- determine what AI products are safe, determine what AI products are safe, secure<01:33:36.000>
and - <01:34:23.840>
They'll safety and risk standards. They'll safety and risk standards. - demonstrate independence from the AI demonstrate independence from the AI industry<01:35:17.880>
- <01:35:25.720>
companies ties to the AI companies ties to the AI companies and<01:35:27.240 - the safety of their AI system. the safety of their AI system.
Keywords:
data broker, data brokerage, consumer privacy, personal data, data privacy, Minnesota attorney general, registration, public registry, civil penalties, enforcement, special revenue fund, privacy rights, data sales, data collection, consumer protection, chapter 325M, controller, processor, data broker registry, transparency
AL
Keywords:
contraceptive rights, healthcare access, civil action, Attorney General, contraception enforcement, prostate cancer, health insurance, screening, high risk, cost-sharing, African American men, savings accounts, catastrophe, emergency funds, financial security, state laws, criminal justice, parole, Board of Pardons and Paroles, risk assessment
OK
Oklahoma 2026 Regular Session
House of Representatives Second Regular Session of the 60th Legislature Day 5 Feb 9th, 2026 at 01:30 pm
Oklahoma House Floor Meeting
Transcript Highlights:
- He has helped inform the AI task force to work collaboratively with other psychologists to ensure that
- Representative Roberts votes ai. Representative Guy votes iii. Leer Munson votes i.
- You know, again I feel like the accuracy of what they're doing will be very high.
- There's nothing that says that we're bound by what the actual study says and decisions on law.
- That data-driven decision-making wouldn't you agree that that's a Good thing?
Bills:
HB2975, HB3405, HB3406, HB3728, HB3902, HB3977, SB397, HB1161, HB2938, HB2939, HB3306, HB3722, HB4113, HB4123, HB2293, HB3176, HB3545, HB3546
Keywords:
poultry waste, nutrient management, environmental regulations, agriculture, water quality, pollution prevention, best management practices, noxious weeds, poison hemlock, kudzu, landowner responsibilities, environmental control, public nuisance, eradication, burn bans, fire danger, drought conditions, emergency declaration, scrap metal, regulation
MN
Minnesota 2025-2026 Regular Session
Human Committee Meeting - 2026-04-09
Human Services Finance and Policy
Transcript Highlights:
- It's been labeled as one of the 14 high-risk programs by DHS. staff. I just need to case staff.
- The growth of ICS is often described as exponential and lumped in with other high-risk services that
- The growth of ICS is often described as exponential and lumped in with other high-risk services that
- As you know, this benefit has now been added to the 14 high-risk services.
- Thank you, Chair Noor. and education, particularly in high and education, particularly in high risk,<
Keywords:
human services, community support, integrated care, disability services, stakeholder consultation, homeless youth, grants, funding, Minnesota, mental health, substance use disorder, education, workforce development, licensure, direct care services, healthcare, long-term care, personal care assistants, employment support, medical assistance
Summary:
The Human Services Finance and Policy Committee approved the April 8, 2026 minutes and then heard House File 1767, as amended by the DE4 amendment. Representative Garande explained that the bill, originally intended to codify Integrated Community Supports (ICS), was being redirected because of concerns about fraud vulnerability and program integrity. The DE4 would create a smaller legislative study group to redesign ICS, pause DHS changes for about six months while the group develops a transition plan, continue DHS fraud investigations and enforcement, and ultimately terminate ICS as currently structured.
Testimony in support came from Mr. Buck and Zania Harut of the Residential Providers Association of Minnesota, both of whom argued that ICS is unstable, inconsistently implemented, and in need of a new statutory foundation. They said the current system mixes different service models under one rate framework, lacks clear codification, and has shifting policy guidance that creates compliance problems for providers and risks to people receiving services. They emphasized that the bill would preserve oversight and enforcement while allowing time to build a replacement service with clearer rules, documentation standards, and guardrails.
Members asked about effects on counties, providers, data, audits, and fraud enforcement. Representative Curran and Mr. Berg said the bill would not change funding structures or DHS’s existing authority to audit, request documentation, investigate fraud, or sanction bad actors, and that the study group would use existing data to identify where problems are concentrated. Vice Chair Gillman supported the study-group approach as a bipartisan, public process and raised concerns about whether the bill would prevent DHS from acting on known fraud; Curran responded that the language was intended to preserve those enforcement actions. The discussion ended without a final vote on the bill in the portion provided, beyond adoption of the DE4 amendment.
MN
Minnesota 2025-2026 Regular Session
House Human Services Finance and Policy Committee 3/17/26
Human Services Finance and Policy
Transcript Highlights:
- grandiose, over-the-top, a high-level grandiose, over-the-top, a high-level report<00:40:59.040>
- that we didn't um concentrate high-needs that we didn't um concentrate high-needs residents<01:18
- are our decisions being made for them? are our decisions being made for them?
- And we have a individuals at risk.
- are just uncomfortable with high-density are just uncomfortable with high-density populations<01
Keywords:
workplace regulations, employee rights, meal breaks, rest breaks, exemptions, medical assistance, data matching, eligibility, reporting, human services, assisted living, health regulations, inspection authority, vulnerable adults, local government, program integrity, high-risk providers, enrollment requirements, fraud prevention, compliance
AL
Transcript Highlights:
- Um, the same thing of the elimination of cost, and then it adds a caveat around, um, 40 and at risk,
Keywords:
HB300, Choctaw County, probate court, probate judge, recording fee, filing fee, deed tax, mortgage tax, deeds, mortgages, property records, recordation, county local act, local legislation, technology upgrades, digitalization of records, recordkeeping, county treasury, special fund, court administration
OK
Oklahoma 2026 Regular Session
Government Modernization and Technology Apr 6th, 2026 at 03:00 pm
Government Modernization and Technology
Transcript Highlights:
- Systems must disclose to minors that they are interacting with an AI, not a human.
- So the final version of House Bill 3544 we ended up with was dealing only with social AI companions,
- which is a very narrow scope of AI.
- This bill in particular is going to deal with a broader set of AI things that you'd be used to, like
- self-harm, and to also again notifying minors that this is not a human you're interacting with, this is an AI
Bills:
SB1521
Keywords:
artificial intelligence, AI, generative AI, chatbot, conversational AI, companion AI, AI companion, virtual companion, chatbot regulation, minor safety, child online safety, parental controls, content moderation, self-harm, suicidal ideation, crisis intervention, mental health claims, romantic AI, emotional dependence, app store
AL
Alabama 2025 Regular Session
Alabama Senate Education Policy Committee Apr 30th, 2025
Education Policy
Transcript Highlights:
- It started off with high schools and worked its way to middle school. ...and then went down into even
- So each credit in a department approved high school or college level computer science course may count
- Prior to that, I spent 19 years as a high school principal at Hopeville High School, Wumpa High School
- , and Pratt High School.
- that impact their schools. decisions that impact their schools.
Keywords:
computer science, K-12 education, public schools, graduation requirement, digital literacy, coding, programming, STEM, artificial intelligence, AI, computational thinking, technology education, computer literacy, high school credit, middle school, elementary school, teacher training, professional development, distance learning, virtual school
AL
Alabama 2026 1st Special Session
Alabama Senate Banking and Insurance Committee Jan 14th, 2026
Banking and Insurance
Bills:
SB19
Keywords:
SB19, prostate cancer, prostate cancer screening, PSA test, digital rectal exam, preventive screening, health insurance mandate, no cost sharing, copay, deductible, coinsurance, high-risk men, African American men, men over 50, men over 40, family history, genetic marker, health benefit plan, insurer coverage, Alabama insurance code
HI
Transcript Highlights:
- We would also like to point out that having disparate arbitration decisions would lead to situations
- We would also like to point out that having disparate arbitration decisions would lead to situations
- Reconvening the House Committee on Labor for decision making.
Keywords:
reimbursement, public employees, travel costs, government travel policy, finance management, job title, administrative assistant, executive assistant, state personnel, civil service, modernization, employment standards, DAGS, Department of Accounting and General Services, comptroller, civil service exemption, collective bargaining exemption, public works special project branch, specialized public works, information technology modernization
OK
Oklahoma 2026 Regular Session
Technology and Telecommunications REVISED Feb 19th, 2026 at 10:00 am
Technology and Telecommunications
Transcript Highlights:
- In 2022, AI couldn't do basic arithmetic reliably.
- Some of the best engineers in the world said that they had handed over most of their coding work to AI
- AI could do it. Then it went up to an hour. And now we're in the period of days.
- So we're specifically referencing AI companions that attempt to simulate or replicate human emotion.
- And I believe it was Character AI, but regardless of which one it was, she and her team created some
Keywords:
security breach, data breach, cybersecurity, breach notification, privacy, consumer protection, class action, civil liability, Attorney General, district attorney, financial institution, banking regulator, data security, reasonable safeguards, breach notice, Oklahoma Consumer Protection Act, artificial intelligence, AI, generative AI, chatbot
MN
Minnesota 2025-2026 Regular Session
House Commerce Finance and Policy Committee 3/26/25
Commerce Finance and Policy
Transcript Highlights:
- It also benefits dentists by reducing the risks of non-payment with medical debt.
- So many people are struggling financially and have high levels of debt in general.
- If you could identify yourself for the record and begin. reducing the risks of reducing the risks of
- pocket when I'm at the dentist is high pocket when I'm at the dentist is high already<00:29:14.679
- They're low-margin, high-volume.
Keywords:
homeowners insurance, property insurance, commercial property insurance, insurance affordability, insurance market stabilization, reinsurance, catastrophic reinsurance fund, self-insured pool, premium costs, coverage notice, liability reform, climate risk, climate change, housing affordability, multifamily housing, rental housing, common interest communities, cooperatives, small business insurance, Minnesota Commerce Department
TX
Transcript Highlights:
- My name is Cyril Miller, and I'm the chair of the Alliance of and for Visually Impaired Texans. or AI
- Um, Caroline Roberts representing children at risk, and you are for the bill, is that correct?
- , child welfare involvement, sexual abuse history, juvenile justice involvement, and engagement in high-risk
- behaviors. 95% of clear concern screenings in Texas show at least one of those risk indicators.
- The ability to screen children puts into perspective just how many are at high risk and helps teams know
Keywords:
commercial sexual exploitation, child sex trafficking, human trafficking, child welfare, foster care, DFPS, Department of Family and Protective Services, juvenile probation, risk assessment, needs assessment, trauma screening, child abuse prevention, exploitation screening, validated screening tool, evidence-informed tool, conservatorship, juvenile justice, at-risk youth, trafficking prevention, Child Sex Trafficking Prevention Unit
NM
Transcript Highlights:
- If structured properly, a state investment could provide New Mexico the same low-risk and high-value
- returns that current out-of-state shareholders foresee. ...risk and high-value returns that current out-of-state
- And I believe that is critical before these decisions are made.
- The people of New Mexico deserve to have the data before this huge decision is made.
- I do not believe this is a decision that is beneficial to New Mexicans... ...a decision that is beneficial
Keywords:
youth violence, violence prevention, violence intervention, community violence intervention, credible messengers, peer support, restorative justice, violence interrupters, juvenile justice, at-risk youth, high-risk youth, public safety, Department of Health, New Mexico, statewide summit, data collection, reporting, interagency coordination, community-based organizations, law enforcement
AL
Transcript Highlights:
- He serves as a coordinator of resilience risk reduction and suicide prevention for the Alabama Air National
- of the language that we put in this board came from concepts that other states had, especially the risk
Keywords:
jury duty, nursing mothers, exemption, legal rights, parental responsibilities, sexual extortion, criminal law, felony, threat, blackmail, firearm possession, domestic violence, violent offenses, criminal penalties, pretrial detention, bail, offenses, constitutional amendment, criminal justice, law enforcement
OK
Oklahoma 2026 Regular Session
Technology and Telecommunications 2ND REVISED Apr 16th, 2026 at 08:45 am
Technology and Telecommunications
Transcript Highlights:
- So I've actually met with quite a few people that are using AI so that they can detect when the flame
- AI is not physical. It's probably more mental and physical. Would you agree?
- This specifically refers to AI social companions, not AI that someone might use.
- Chair Seifried, that is 8 ays and zero nays, having received 8 ays and zero nays.
- House Bill 1782 establishes the Oklahoma AI Education Innovation Act.
Keywords:
artificial intelligence, education reform, innovation, funding, advisory council, broadband, Oklahoma Broadband Office, broadband access, statewide broadband plan, internet connectivity, grant programs, expansion council, termination plan, Oklahoma, Gas Hub, national laboratory, public-private partnerships, aerospace, high-performance computing, economic development
OK
Oklahoma 2026 Regular Session
Common Education REVISED: SB1614 - Added Apr 8th, 2026 at 03:00 pm
Common Education
Transcript Highlights:
- It prohibits AI tools from being used in public districts for instruction or education purposes except
Bills:
SB1734, SB1630, SB1894, SB1975, SB1432, SB1437, SB1812, SB346, SB1250, SB710, SB1489, SB2045, SB1614
Keywords:
artificial intelligence, AI, schools, public school districts, education technology, edtech, student privacy, FERPA, data privacy, data security, emerging technologies, machine learning, generative AI, classroom technology, instructional technology, teacher oversight, human-in-the-loop, student data, parental consent, opt-out
OK
Oklahoma 2026 Regular Session
Commerce and Economic Development Oversight Feb 24th, 2026 at 10:30 am
Commerce & Economic Development Oversight
Transcript Highlights:
- high-risk decisions and transparency when AI-generated content is used, as well as annual reporting
- Representative, I really appreciate all the work you're doing on AI policy.
- I'm curious to hear what the dangers of attributing personhood to AI would be. Thank you, Mr.
- I'm curious to hear what the dangers of attributing personhood to AI would be.
- So the AI is responsible.
Bills:
HB3147, HB4453, HB3369, HB3660, HB3498, HB3260, HB3081, HB3127, HB3673, HB2293, HB3545, HB3546, HB2035
Keywords:
special license plates, Route 66, Oklahoma, funding, community support, health care, transparency, primary care, cost analysis, insurance, all payer claims database, spending benchmarks, HB3369, food truck, food truck fire suppression, mobile food establishment, mobile food preparation vehicle, mobile food vendor, automatic fire extinguishing system, fire suppression
AL
Transcript Highlights:
- This basically expands the insurance plan and coverage for gentlemen that are at higher risk of prostate
Keywords:
SB190, prostate cancer, prostate screening, PSA test, digital rectal exam, preventive screening, health insurance mandate, cost-sharing, copay, deductible, coinsurance, high-risk men, African American men, family history, genetic marker, men over 50, men over 40, health benefit plan, insurance coverage, mandated benefits