Video & Transcript Research : 'AI bias'
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TX
Keywords:
business liability, concealed carry, handgun policy, premises liability, criminal acts, civil liability, business premises, concealed handgun, property liability, property rights, gun regulations, criminal liability, protective order, confidentiality, personal information, court records, victim protection, charitable raffle, nonprofit, wildlife conservation
Summary:
The Senate Committee on State Affairs met to consider several pending measures and adopted committee substitutes on multiple bills before voting them out. Senate Bill 2403, Senate Bill 1888 (jury wheel procedures in certain counties), Senate Bill 2417 (Attorney General actions under the Free Enterprise and Antitrust Act), Senate Bill 2459 (personal identifying information for judiciary employees), and Senate Bill 2943 (discrimination involving occupational licenses) were each reported favorably to the full Senate, with most passing unanimously and SB 2943 passing on a 10-1 vote. The committee also certified SB 1888, SB 2417, and SB 2459 for the local and uncontested calendars, and later did the same for SB 2943.
The committee then considered House Joint Resolution 98, the Convention of States resolution, which was reported favorably to the full Senate on an 8-3 vote. House Bill 1393, dealing with daylight saving time and keeping the state on daylight saving time year-round, was also reported favorably, with the committee noting it heard the House bill rather than a Senate companion. House Bill 2884, concerning financial relationship disclosures for defense contractors, was likewise reported favorably, with the final tally announced as 11 ayes and 1 nay.
No testimony was taken in the excerpt, and no substantive debate was recorded beyond brief clarifications about the bills and their companions. After completing the votes and calendar motions, the committee recessed.
OK
Oklahoma 2026 Regular Session
Senate Legislative Session Feb 19th, 2026 at 09:30 am
Oklahoma Senate Floor Meeting
Bills:
SR29, SB667, SB1466, SB1942, SB1989, SB1670, SB1716, SB1521, SB1273, SB1433, HJR1032, SB1969, SB1953, SB1277, SB1287, SB1061, SB1916, SB1589, SB2178, SB1444, SB1438, SB1501, SB1873, SB1364
Keywords:
chiropractic, licensure, animal chiropractic, Board of Chiropractic Examiners, licensing requirements, midwifery, healthcare, Advisory Committee, state health policy, public safety, dental insurance, health care, medical necessity, insurance claims, dentist rights, Oklahoma College Savings Plan, 529 plan, 529 savings account, college savings, higher education savings
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
TX
Bills:
SB 95, SB 268, SB 493, SB 619, SB 660, SB 922, SB 984, SB 1098, SB 1188, SB 1307, SB 1332, SB 1822
Keywords:
immunization, written informed consent, civil liability, health care provider, vaccine compensation, administrative penalty, health care, licensing, complaint procedure, disciplinary action, law enforcement, conscience protection, health care services, civil remedy, health care providers, patient access, hospital safety, emergency room, bollards, traffic protection
AZ
Arizona 2026 Regular Session
03/23/2026 - Senate Federalism and Family Law
Federalism and Family Law
Transcript Highlights:
- DCS investigations are stressful, traumatic, and can be racial bias.
- The bill defines AI-assisted arbitration as a computer system that applies governing laws to disclose
- What is this system exactly that they're referring to when they say an AI system generating?
- Exactly what they're referring to when they say an AI system generating?
- I've heard of people using generative AI to make their cases, but I have not seen anything that this
Keywords:
child neglect, financial resources, behavioral health, Christian Science treatment, parental rights, child support, preborn children, retroactive support, medical expenses, child welfare, child care, grant program, low-income, early learning, infrastructure, economic growth, security freeze, credit reporting, dependent children, parental notification
Summary:
The committee first heard HB 2793, which would let cities and towns expedite annexations when 100% of the property owners request it, waive the 30-day waiting period and public hearing in those cases, and allow electronic newspaper notice and a single on-site posting for small single-parcel annexations. Buckeye testified in support, saying the bill would streamline uncontested annexations and reduce delay and cost, while a Tucson-area senator raised concerns that faster annexation can limit public awareness and input. The bill passed 4-3 for a due pass recommendation.
HB 2041, which would prohibit a parent, guardian, or custodian from being treated as abusing or neglecting a child solely because poverty prevents them from providing supervision, clothing, food, shelter, or medical care, drew strong support from child welfare and anti-poverty advocates. Opponents argued the bill still leaves room for investigations based on poverty and should more fully remove poverty from the neglect definition. The committee also heard HB 2239, creating a child care grant program and infrastructure fund at DES; witnesses from northern Arizona and child care providers described shortages, workforce challenges, and the need for facilities and support. An amendment adding tax-credit language and opening eligibility to entities seeking to open child care facilities was adopted, and the amended bill passed 6-0 with one not voting.
The committee then approved HB 2321, requiring DCS to place a credit freeze on a child’s credit report when the child enters care, by a 7-0 vote. HB 2371, allowing consenting divorcing parties without minor children to use AI-assisted arbitration and adding a separate amendment on therapeutic interventions in parenting cases, prompted questions about whether AI arbitration is currently used and whether the amendment was germane; it passed 4-3. HB 2594, concerning the Address Confidentiality Program in family court and making attempts to obtain protected address information a felony, passed unanimously after testimony from a survivor and advocates. HB 2661, which requires DCS to inform parents under investigation that they may delegate temporary guardianship and seek court relief, passed 4-3 after amendment removed attestation and documentation requirements.
Finally, HB 2995, a major domestic-violence custody bill, was heard with extensive testimony from survivors, attorneys, and legal aid advocates. The bill removes the “significant” domestic violence threshold, adds coercive control to the analysis, requires domestic violence to be treated as contrary to the child’s best interests, and mandates detailed court findings; supporters said it addresses cases where abuse was minimized in custody decisions, while members raised concerns about evidentiary standards, implementation, and the risk of false allegations. The committee adopted a 13-page amendment and then gave the amended bill a due pass recommendation by a 4-3 vote.
KY
Kentucky 2025 Regular Session
Artificial Intelligence Task Force 2025 (11-13-25)
Keywords:
KY LRC YouTube, https://www.youtube.com/watch?v=0NBFlGyWb8o, 2026-07-05T06:58:20+00:00, 2.2.24, Data collected via generic collector engine, Call to Order 00:00
Roll Call 1:40
Enhancing Public Safety and Combatting Criminal Networks through AI Innovation 2:00
Discussion and Approval of Task Force Findings and Recommendations 18:00
Adjournment 29:37, 958, all, 2.2.43, 2.1.47
TX
Transcript Highlights:
- Technology, whether through AI or other programs, has enabled child predators to produce material that
- , and images that are entirely AI generated. and are virtually indistinguishable as a child.
- These are not available in the present law for a victim of AI and misuse of these platforms.
- businesses with servers pumping out AI child pornography.
- are not very effective at identifying whether it's an AI generated image or an actual image.
Keywords:
child protection, sexual offenses, visual material, artificial intelligence, criminal penalties, law enforcement, defense against prosecution, obscenity, judicial officer, deepfake, deep fake, synthetic media, AI-generated content, machine learning, nonconsensual pornography, revenge porn, sexually explicit media, intimate images, digital manipulation, visual depiction
TX
Transcript Highlights:
- AI is advancing rapidly and becoming more widespread throughout our daily lives.
- This bill will aim to study how AI and automated hiring tools are used in Texas, including how bias can
- It will also recommend transparency rules for AI vendors, develop guidance on independent reviews of
- AI systems, and assess the state's long-term readiness for future AI risks.
- As the development of AI continues, it is crucial that we stay ahead of this issue.
Keywords:
workers' compensation, municipal construction, bidding requirements, small municipalities, contracting policies, first responders, PTSD, mental health, emergency services, medical expenses, injury claims, insurance carriers, opportunity youth, workforce development, employment, education, federal funds, employment discrimination, immunity waiver, public employees
TX
Keywords:
HB 148, Texas Education Code, Texas Education Agency, TEA, artificial intelligence, AI, machine learning, automated scoring, constructed response, open-ended answers, student assessments, state testing, standardized tests, public schools, education policy, assessment instruments, school accountability, test scoring, 2026-2027 school year, ad valorem tax
TX
Texas 89th Regular
Senate Committee on Business and Commerce (Part II) Apr 3rd, 2025
Business & Commerce
Transcript Highlights:
- Members, Texas will be the nation's leader in AI.
- Our National AI Risk Management Framework ensures that the government adopts AI solutions... that follow
- an AI tool.
- This is the product of the Texas AI Council, which comprehensively studied AI technologies for potential
- AI, like people, can and does often make mistakes.
Bills:
SB231, SB584, SB600, SB668, SB841, SB986, SB1003, SB1244, SB1625, SB1960, SB1963, SB1964, SB2026, SB2056, SB2368
Keywords:
temporary emergency electric energy facility, temporary generation, emergency power, backup generation, mobile generator, portable generator, grid resilience, power outage restoration, transmission and distribution utility, TDU, Public Utility Commission of Texas, PUCT, Utilities Code Section 39.918, competitive bidding, lease authorization, emergency procurement, bulk power system, locational marginal pricing, reliability model, black start
TX
Texas 89th Regular
Senate Committee on Business and Commerce (Part I) Apr 3rd, 2025
Business & Commerce
Bills:
SB231, SB584, SB600, SB668, SB841, SB986, SB1003, SB1244, SB1625, SB1960, SB1963, SB1964, SB2026, SB2056, SB2368
Keywords:
temporary emergency electric energy facility, temporary generation, emergency power, backup generation, mobile generator, portable generator, grid resilience, power outage restoration, transmission and distribution utility, TDU, Public Utility Commission of Texas, PUCT, Utilities Code Section 39.918, competitive bidding, lease authorization, emergency procurement, bulk power system, locational marginal pricing, reliability model, black start
TX
Bills:
SB231, SB584, SB600, SB668, SB841, SB986, SB1003, SB1244, SB1625, SB1960, SB1963, SB1964, SB2026, SB2056, SB2368
Keywords:
temporary emergency electric energy facility, temporary generation, emergency power, backup generation, mobile generator, portable generator, grid resilience, power outage restoration, transmission and distribution utility, TDU, Public Utility Commission of Texas, PUCT, Utilities Code Section 39.918, competitive bidding, lease authorization, emergency procurement, bulk power system, locational marginal pricing, reliability model, black start
Summary:
The Senate Committee on Business and Commerce met with a quorum and first took up several pending and uncontested bills. It favorably reported SB 1405, SB 1762, SB 1977, SB 2077, SB 2148, and SB 1968, and also moved SB 2321 to the local and uncontested calendar. The committee then heard SB 819, which would change how the Public Utility Commission reviews proposed utility-scale solar and related interconnection projects. The committee substitute would shift the default so interconnection is allowed unless the PUC affirmatively prohibits it within 180 days, limit denial to cases where harm substantially outweighs benefits, remove public meeting requirements, retain setback and financial assurance provisions, add optional application materials such as national security and environmental information, and restore local control over county tax abatements. The substitute was adopted and SB 819 was favorably reported to the full Senate on a 7-3 vote.
The committee then took up SB 231, focused on CenterPoint’s use of large emergency generators after Hurricane Beryl. Senator King explained that the original bill was intended to prevent customers from being charged for non-mobile generators that were leased at great cost and did not match the bill’s emergency-response purpose. CenterPoint’s Jason Ryan apologized for the company’s communication failures and said the company would make customers whole through a combination of rate reductions, foregone storm-cost recovery, and a donation of the 15 large generators to ERCOT for about two years to address a San Antonio-area reliability issue, with the company absorbing the associated costs. PUC Executive Director Connie Corona said the commission could enforce the agreement through its contested-case process. Public testimony included consumer and reliability advocates, one of whom argued utility-scale microgrids should be preserved as a policy option. SB 231 was left pending.
The committee also heard SB 986, which would create an alternative process for routine Public Information Act requests so local governments can make initial redactions without sending every routine exception to the Attorney General, while preserving an appeal path and training requirements. Supporters said it would reduce backlog and speed access to records; opponents argued it would shift the burden to requesters and encourage delay. The AG’s office testified that the process could improve efficiency and still fit within current timelines if used promptly. SB 986 was left pending. Finally, SB 584 was briefly laid out to require consumer reporting agencies that buy data from others to ensure the information complies with Texas law on excluded items such as bankruptcies, judgments, and tax liens, and SB 600 was heard on heir property. SB 600’s substitute would strengthen notice, require an attorney ad litem, add an heir’s bill of rights, allow settlement conferences, and require fair-market-value sales protections; supporters said it would curb predatory partition practices, while opponents warned some provisions could burden or diminish minority heirs’ property rights. SB 584 and SB 600 were left pending after testimony.
OK
Oklahoma 2026 Regular Session
Senate legislative Session Mar 23rd, 2026 at 01:30 pm
Oklahoma Senate Floor Meeting
Transcript Highlights:
- Senate Bill 1734 creates guardrails for the use of AI in our schools, engages parents, and requires districts
Bills:
SB1521, SB372, SB1232, SB1307, SB1338, SB1390, SB1451, SB1463, SB1558, SB1567, SB1595, SB1621, SB1734, SB1749, SB1827, SB1833, SB1991, SB1992, SB63, SB2063, SB2180, SB1198, SB80
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
TX
Transcript Highlights:
- And we take these matters extremely seriously, including in AI. This is part of responsibility.
- That is why all of our members, general purpose AI tools, outlaw CSAM's generation.
- getting generated kids as part of AI.
- AI tool that could generate any type of image.
- So we, as I mentioned, we are the world's leaders on responsible AI development and deployment.
Bills:
HB32, HB15, HB171, HB421, HB581, HB644, HB745, HB349, HB917, HB204, HB923, HB15, HB171, HB204
Keywords:
eviction, landlord rights, tenant rights, justice court, property law, court procedures, chemical dependency, court-ordered treatment, mental health, health care, treatment facility, juvenile justice, criminal justice reform, deep fake, digital impersonation, age verification, private cause of action, explicit content, consumer protection, HB 581
TX
Bills:
HB32, HB15, HB171, HB421, HB581, HB644, HB745, HB349, HB917, HB204, HB923, HB15, HB171, HB204
Keywords:
eviction, landlord rights, tenant rights, justice court, property law, court procedures, chemical dependency, court-ordered treatment, mental health, health care, treatment facility, juvenile justice, criminal justice reform, deep fake, digital impersonation, age verification, private cause of action, explicit content, consumer protection, HB 581
MN
Minnesota 2025-2026 Regular Session
House Environment and Natural Resources Finance and Policy Committee 3/10/26
Environment and Natural Resources Finance and Policy
Transcript Highlights:
- resource that has taken hundreds of years, in some cases thousands of years, just so we can watch the new AI
- we can watch years in some cases just so we can watch the<01:00:52.079>
new <01:00:52.319>AI - 54.319>
I <01:00:54.559>mean <01:00:55.359>the <01:00:55.599>people the new AI - I mean the people the new AI memes here.
Keywords:
groundwater, water use permit, data centers, public health, environmental regulations, municipalities, state park license plate, specialty license plate, Minnesota DNR, Department of Natural Resources, license plate design contest, North Shore, Lake Superior Agate, AI-generated art, artificial intelligence, Minnesota resident, state parks, specialty plates, vehicle registration, contest requirements
MN
Minnesota 2025 1st Special Session
House Housing Finance and Policy Committee 3/18/25
Housing Finance and Policy
Keywords:
landlord-tenant, victim confidentiality, domestic violence, sexual assault, stalking, tenant privacy, housing law, eviction, unpaid rent, damages, release of information, shared database, protective order, victim of violence, Minnesota Statutes 504B.206, housing finance, civil law, autism, rental properties, reasonable accommodation
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
KY
Kentucky 2026 Regular Session
House Budget Review Subcommittee on Justice, Public Safety, & Judiciary (1-13-26)
Transcript Highlights:
- Uh has have you guys<00:08:44.240>
explored <00:08:44.880>using <00:08:45.600>AI? - And<00:08:46.320>
I <00:08:46.480>got <00:08:46.560>to guys explored using AI - And I got to guys explored using AI?
- admit, I'm not very familiar with AI. admit, I'm not very familiar with AI.
- tool be able to pass a with would the AI tool be able to pass a certification<00:09:18.720>
exam<
Keywords:
00:10 Call to order and Roll Call
01:06 Information Items and Introduction of Kentucky Court of Justice
03:02 Discussion of Interpreter State and National Contractor Rates
06:35 Discussion of Certifications
08:44 Discussion of AI use in Interpretation
13:56 Software Service Initiatives
16:47 Data Security and AV system Upgrades
24:38 Drug Court Issues
28:43 Discussion of Jefferson County Record Storage
35:33 Boyle County Courthouse Construction
39.26 KY State Police Driver Testing
45:22 Adjournment, 958, all
Summary:
The subcommittee heard a budget overview from the Kentucky Court of Justice focused on mandated services and several growth items in the judicial branch budget. Court officials said the requests were driven by legal and contractual obligations, including higher contractor rates for court interpreters and IT support, annual software-as-a-service costs, and upgrades to the court’s audiovisual record system (JAVS). They also discussed local facilities needs tied to Jefferson County lease space and the Boyle County Courthouse, though the bulk of the presentation centered on the court’s technology and service-delivery costs.
Members asked detailed questions about interpreter services, including whether services are provided in person, by phone, or by Zoom, and whether Kentucky could train and certify more local interpreters instead of relying on contractors from around the country. Court officials said the certification process is rigorous, that the branch is working with the National Center for State Courts on an apprenticeship program, and that they believe Kentucky may have flexibility to develop state-level certification if it meets court needs. They also said they are exploring technology and AI tools for translation, but have not found a solution that reliably handles complex courtroom context. Representative Sharp asked whether cases had been delayed for lack of interpreters; officials said they could provide aggregated data later.
The court also described its major IT modernization effort, including a statewide case management system, e-filing, and maintenance of many legacy applications. Officials said contractor rates need to be raised to compete for skilled labor during the implementation phase, but that those costs should decline once the new systems are fully built and only maintained. They explained that part of the request covers three SaaS initiatives: ongoing subscription costs for existing systems, annual fees for the CaseWorks system used in pretrial and specialty courts after federal grant funding ends, and adoption of DocuSign to streamline invoicing, procurement, and contract execution. In response to questions from Representative KC Carney, they said cybersecurity is taken seriously, that they recently conducted a tabletop exercise, and that some risk shifts to cloud vendors under contract, though no separate cybersecurity line item was included.
A substantial portion of the discussion focused on the JAVS audiovisual court-record system. Court officials said not all courtrooms are on the same version, and they want funding to bring all locations up to the current version and prepare for version 9, which they said would standardize the system statewide and support the official court record. When asked about costs, they said each upgrade can cost about $70,000 to $80,000 per system, that they aim to upgrade about 50 per year, and that the request reflects the need to keep pace with a four-year refresh cycle. No votes or formal actions were taken during the meeting.
TX
Keywords:
Texas Water Code, TCEQ, Texas Commission on Environmental Quality, water permit, water appropriation, dam permit exemption, reservoir, flood control, floodwater control, erosion control, sediment control, watershed protection, flood prevention, Natural Resources Conservation Service, NRCS, USDA, local sponsor, district, authority, water infrastructure