Video & Transcript Research : 'pricing algorithms'
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TX
Texas 89th Regular
Senate Committee on Business and Commerce (Part I) Apr 3rd, 2025
Business & Commerce
Transcript Highlights:
- I don't think I dispute the central premise that price-fixing is bad.
- Convenience stores make money when the gas prices are coming down.
- And to your point about the price of fuel, every time the price of fuel goes up, since interchange and
- for credit card and one price for cash.
- I can't reduce my price. I have to keep it the same across the board.
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
Transcript Highlights:
- The Bill of Rights and the buyout price protections under SB 600 discourage these predatory practices
- They just need to sell it to someone in the family for whatever price the investor paid for the property
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.
TX
Texas 89th Regular
S/C on Disease Prevention & Women's & Children's Health Mar 27th, 2025
S/C on Disease Prevention & Women's & Children's Health
Transcript Highlights:
- The accuracy and false positive rates depend on the screening algorithms and cutoffs chosen.
- But when confirmatory DNA testing is included in the algorithm, the false positive rate is established
- You could have just said zero, but you had to throw algorithm in there because you're an AI man.
Keywords:
Medicaid, child health, express lane option, income verification, supplemental nutrition assistance, telepharmacy, healthcare access, remote dispensing, rural clinics, pharmacy regulations, health literacy, state health plan, health care, patient outcomes, public health, economic impact, healthcare, breast cancer, cervical cancer, insurance eligibility
TX
Texas 89th Regular
Homeland Security, Public Safety & Veterans' Affairs Apr 2nd, 2025
Homeland Security, Public Safety & Veterans' Affairs
Transcript Highlights:
- So they now have taken all the data that they've collected, built this algorithm.
- As production increases, prices will come down. This is how economic scales work.
- And eliminating competition and allowing manufacturers to dictate pricing models without market-driven
- If I'm go there to buy and I'm willing to pay higher prices, they have. and they can actually reject
- The daily loss of the financial could be easily up to $100,000 if we don't use the algorithm.
Bills:
HB17, HB34, HB41, HB 118, HB 119, HB 127, HB 128, HB 129, HB 130, HB132, HB133, HB17, HB41, HB118, HB119, HB127, HB128, HB129, HB130, HB132, HB133
Keywords:
foreign ownership, real estate, national security, designated countries, Texas property law, lobbying, foreign adversaries, compensation prohibition, transparency, civil penalties, higher education, foreign adversary, research security, trade secrets, academic partnerships, HB 128, sister city, sister-city agreement, international exchange, municipal diplomacy
US
US Federal 2025-2026 Regular Session
US House Floor Proceedings (Friday, December 12, 2025)
US Federal House Floor Meeting
Transcript Highlights:
- Right here. prices going up and you round up the the prices going up and you round up the the top<00:
- The tariffs and the trade wars have jacked up prices, and that includes energy prices.
- and that includes jacked up prices and that includes energy<00:41:15.920>
prices. - And we need energy prices.
- pipeline, entire regions pay the price. pipeline, entire regions pay the price.
TX
Transcript Highlights:
- such as smart contracts, allowing decisions to be made automatically based on member votes and algorithmic
- So with natural gas, you need to consider about half a million for every dollar the price of gas is,
- So we know that gas is the marginal fuel that sets the price of electricity in the market.
- We can't predict gas prices going forward, but as the cost of geothermal comes down, much like we saw
- with the shale revolution, where the price of natural gas... ...went from $8 to $2 because of advances
Bills:
HB111
TX
Transcript Highlights:
- qualified local contractors who may otherwise be disqualified from bidding under current law or would be priced
- We end up using contractors from out of town, and they end up increasing the price.
- These tools use algorithms and data to help decide who gets hired.
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
US
US Federal 2025-2026 Regular Session
Hearings to examine the nomination of Steven Bradbury, of Virginia, to be Deputy Secretary of Transportation. Feb 20th, 2025 at 08:30 am
Commerce, Science, and Transportation Committee
Transcript Highlights:
- The price of cars has gone from $40,000 to over $50,000.
- What price do you put on that, all those lives that are saved?
- You can write an algorithm, but only with the information that is given to you.
Keywords:
transportation, air traffic control, safety regulations, Boeing 737 MAX, Department of Transportation, infrastructure funding, public safety, legislative oversight
Summary:
The committee meeting addressed several pressing issues concerning transportation, particularly focusing on the need for improved safety standards and efficient management at the Department of Transportation. Specific discussions revolved around air traffic control, with members highlighting the urgency for a significant upgrade in systems and personnel. Notably, concerns were raised regarding past practices, especially the handling of safety regulations during the Boeing 737 MAX incidents. The committee expressed a clear intent to ensure rigorous safety oversight moving forward, emphasizing that the health and safety of the public must remain the top priority in all legislative and funding decisions.
AL
Transcript Highlights:
- The artificial intelligence model refers to the underlying machine learning algorithm along with its
- personally identifiable information unless that information has been explicitly embedded in the algorithm
- circumstances in which a controller has actual knowledge. - Deny goods or services, charge different prices
- or rates for charge different prices or rates for goods or services or provide a different level of
- Controllers may provide different prices or levels for goods or services if the goods or services are
Bills:
HB 14, HJR 31, HB 43, HB 18, HB 106, HB 36, HB 26, HB 149, HB 121, HB 206, HB 136, HB 3114, HB 2733, HB 1732, HB 3700, HB 467, HB 1130, HB 1846, HB 1442, HB 1147, HB 2176, HB 2701, HB 805, HB 2890, HB 1154, HB 1644, HB 2118, HB 1718, HB 2488, HB 2596, HB 1971, HB 2468, HB 484, HB 2578, HB 3204, HB 1041, HB 307, HB 685, HB 1710, HB 538, HB 2525, HB 3125, HB 2027, HB 2894, HB 3077, HB 3684, HJR 99, HB 1399, HJR 5, HB 1330, HB 2110, HJR 2, HJR 6, HB 1587, HB 14, HJR 31, HB 43, HB 18, HB 106, HB 36, HB 26, HB 149, HB 121, HB 206, HB 136, HB 3114, HB 2733, HB 1732, HB 3700, HB 467, HB 1130, HB 1846, HB 1442, HB 1147, HB 2176, HB 2701, HB 805, HB 2890, HB 1154, HB 1644, HB 2118, HB 1718, HB 2488, HB 2596, HB 1971, HB 2468, HB 484, HB 2578, HB 3204, HB 1041, HB 307, HB 685, HB 1710, HB 538, HB 2525, HB 3125, HB 2027, HB 2894, HB 3077, HB 3684
Keywords:
nuclear energy, advanced reactors, energy security, grant programs, Texas Advanced Nuclear Energy Office, farm products, tax exemption, ad valorem taxation, agriculture, Texas Constitution, livestock, producer, finance, young farmers, financial assistance, pest control, rural health, hospital funding, healthcare access, mental health services
MN
Minnesota 2025 1st Special Session
Task Force on Homeowners and Commercial Property Insurance 10/1/25
Minnesota House Floor Meeting
Transcript Highlights:
- Anna, to add on to the price gouging statute, um, it only applies to losses that occur during severe
- Anna, to add on to the price gouging statute, um, it only applies to losses that occur during severe
- Anna, to add on to the price gouging statute, um, it only applies to losses that occur during severe
- Anna, to add on to the price gouging statute, um, it only applies to losses that occur during severe
- Anna, to add on to the price gouging statute, um, it only applies to losses that occur during severe
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Labor and Workforce Development Jun 21st, 2026 at 01:00 pm
Joint Committee on Labor and Workforce Development
Transcript Highlights:
- And if your algorithm is like my algorithm, a lot of those have to do with parenting because I have a
- But that doesn't mean that the $15,000 should be the max that that price is fair for his injury.
- deserve, and give future generations a workplace that does not normalize psychological harm as the price
Summary:
The Joint Committee on Labor and Workforce Development held a lengthy hearing on June 18 focused on workers’ compensation, independent contractor and classification issues, workplace safety, warehouse worker protections, extreme temperature protections, retaliation against injured workers, and workplace bullying. Committee chairs outlined procedures for the hybrid hearing and noted that members would be leaving intermittently for floor votes. Testimony also touched on a bill to expand workers’ compensation disfigurement benefits by removing the current $15,000 cap and extending coverage beyond scars on the hands, neck, and face.
A major theme was workplace safety in warehouses and in extreme heat or cold. Teamsters, warehouse workers, and labor advocates described high injury rates, strict quotas, lack of water, inadequate ventilation, frozen or missing safety equipment, and pressure to work through heat waves and snowstorms. Supporters urged favorable reports on bills protecting warehouse workers and requiring employers to adopt heat- and cold-safety plans, while the NFIB opposed the temperature bill as overly prescriptive and burdensome for small businesses. Sen. Edwards, Sen. Roche, Rep. O’Day, and others argued that the measures are needed to prevent heat illness, provide shade, water, rest breaks, training, and emergency plans, and to cover all workers regardless of immigration status.
Another major subject was the “Act to Protect Injured Workers,” backed by labor groups, immigrant worker centers, legal services organizations, and individual workers. Witnesses said employers often retaliate after injuries by threatening deportation, lying about how injuries occurred, delaying care, or firing workers, and they supported stronger anti-retaliation enforcement, multilingual notices, and a rebuttable presumption of retaliation within 90 days of protected activity. The Mass AFL-CIO and immigrant advocacy groups supported the bill and opposed measures they said would weaken employee classification standards. Testimony also supported a funeral-benefits bill to raise workers’ compensation death-benefit reimbursement for burial and funeral costs, based on a family’s experience after a workplace fatality. The committee heard additional testimony on workplace bullying bills, with some witnesses urging a new legal duty for employers to prevent and respond to bullying, while others described the harms of toxic workplaces and the lack of effective remedies.
AL
Alabama 2025 Regular Session
Alabama House Children and Senior Advocacy Committee Feb 19th, 2025
Children and Senior Advocacy
Transcript Highlights:
- And let's not forget the algorithms that... ...and let's not forget the algorithms that are designed
Keywords:
social media, age verification, minors, under 16, children online safety, online privacy, platform regulation, deceptive trade practice, Attorney General, civil penalties, punitive damages, consumer protection, account creation, algorithmic feeds, internet safety, youth social media, minor safety, child online safety, teen accounts, parental controls
NM
New Mexico 2025 Regular Session
IC - Transportation Infrastructure Revenue Subcommitee Nov 3rd, 2025
Transcript Highlights:
- state take information obtained from all these different sensors, and it goes through an identified algorithm
- vehicles tend to be more expensive, it also captures a great deal of other factors that impact the price
- Pricing a mile of driving is essential.
- the per gram rate on thorium in a nuclear-powered car, the roads could be funded by simply putting a price
- Something we'd have to consider in our price for the project, but I appreciate it.
MN
Minnesota 2025-2026 Regular Session
Committee on Human Services - 03/11/26
Health and Human Services
Transcript Highlights:
- policy, a lack of communication and transparency from DHS, system glitches, delays caused by Optum's algorithm
- policy, a lack of communication and transparency from DHS, system glitches, delays caused by Optum's algorithm
- policy, a lack of communication and transparency from DHS, system glitches, delays caused by Optum's algorithm
- policy, a lack of communication and transparency from DHS, system glitches, delays caused by Optum's algorithm
- By Optum's algorithm and error flags, and the DHS enrollment delays of 30, 60, 90, and beyond days where
TX
Transcript Highlights:
- Well, wouldn't it be better if prices were tied to...
- Well, I think if you get price regulation...
- I'm not talking about prices; I'm talking about practices. That's how they set those prices.
- Price control, just my opinion.
- Roberta Price-Gallery, Dale Randall, and Cal Kincaid.
Bills:
HB4806
Keywords:
civil action, damages, health care services, noneconomic damages, negligence, legal standards, 1184, house, all
CT
Connecticut 2026 Regular Session
Medical Assistance Program Oversight Council Women and Children's Health Committee May 11th Meeting May 11th, 2026
Transcript Highlights:
- Depending on how providers perform on those quality measures and how they stay within the target price
- And there are some treatment algorithms in there for prescribing and for screening.
Summary:
The meeting focused on maternal health and behavioral health services for pregnant and postpartum people in Connecticut. Dr. Fatmata Williams of DSS gave an update on the Husky maternity payment bundle, explaining that it was created in response to worsening maternal and neonatal outcomes and racial disparities. She said the bundle, launched in 2025, shifts payment away from fee-for-service toward prospective case rates, quality measures, and shared savings, while covering services such as doulas and maintaining access to behavioral health and other non-pregnancy-related care outside the bundle. She noted 26 maternity practices are participating, quarterly quality reports have been distributed, reconciliation is planned for 2026, and DSS is considering refinements such as adding newborns, revisiting shared losses, and possibly expanding to FQHCs after further stakeholder review.
Shelly Nolan of DMHAS then described the state’s women’s services and recovery continuum, including pregnant and parenting treatment programs, women’s recovery support programs, community transition support with rent subsidies, the Proud program, REACH navigation, recovery houses, and outpatient services. She emphasized that many programs are under capacity and that DMHAS uses a no-wrong-door approach, real-time bed availability, technical assistance, and training to improve access. She also reviewed initiatives tied to substance-exposed pregnancies and safe sleep, secure storage, naloxone distribution, reproductive health integration, breastfeeding support, and upcoming conferences and trainings. She said the department works closely with DCF and community partners to reduce stigma and improve family-centered care.
Beth Garrigan presented on the Access Mental Health and Substance Use for Moms program, a statewide consultation service for providers serving pregnant and postpartum individuals up to 12 months after delivery. She said the program offers real-time psychiatric consultation, referral support, and one-time face-to-face assessments, and has provided more than 4,300 consultations and resource/referral support to over 700 individuals since 2022. Members and legislators praised the service and discussed how it helps providers connect patients to care, follow up on referrals, and address barriers such as fit, stigma, and workflow. No votes were taken; the meeting ended with plans for the next meeting on June 8 and a request for Dr. Williams’ slides to be posted online.
FL
Florida 2025 Regular Session
December 10, 2025 - 01:00 PM
Transcript Highlights:
- SO A LINK WILL ALSO BE ADDED TO THE NURSING HOMES IN THE COMPARE QUALITY OR PRICING SECTION THAT WILL
- >> Chair Anderson: YOU ARE RECOGNIZED. >> TO THE AUTO ASSIGNMENT ALGORITHM PLANS THAT ARE HIGHER PERFORMING
AZ
Arizona 2026 Regular Session
01/28/2026 - House Transportation & Infrastructure
Transportation & Infrastructure
Transcript Highlights:
- Chair, by my understanding, it is a computerized system and it's like an algorithm random.
- Like staff said, it's the algorithm, it's the basic—we can... and it was drafted very vaguely because
- And they can pick a hundred questions, and then the algorithm will throw in however many they throw in
- And then the specialty plate itself will be the exact same price as all the other specialty plates.
Bills:
HB2003, HB2057, HB2109, HB2111, HB2112, HB2114, HB2256, HB2259, HB2317, HB2323, HB2398, HB2443, HB2446, HB2574
Keywords:
driver education, instruction permit, underage drivers, motorcycle licenses, traffic regulations, special plates, centennial, Arizona Department of Transportation, vehicle registration, commercial discounts, Arizona Centennial, distracted driving, portable wireless communication devices, motorcycles, traffic safety, civil penalties, driver license, examinations, motorcycle awareness, public safety
Summary:
The committee heard a presentation from New Core Steel on its Arizona operations, emphasizing its Kingman facility, recycled-scrap steel production, high-paying jobs, safety improvements, veteran hiring, community investments, and support for infrastructure projects. Members asked about safety gains, expansion plans, scrap sources, and average pay. The company said it has invested heavily in Arizona and asked legislators to consider local steel and manufacturing when funding transportation and infrastructure projects.
The committee then took up several bills. HB 2574 would delay ADOT enforcement of a traffic judgment while an appeal is pending; the sponsor and a witness said it would close a due-process gap, and it passed 7-0. HB 2057 would lower the fee for Arizona Centennial special plates for fleet vehicles to encourage more purchases supporting the Arizona Mining, Mineral, Natural Resource Education Museum; it also passed 7-0 after discussion about possibly expanding the concept to other specialty plates.
HB 2109 would raise penalties for repeat distracted-driving violations and add an enhanced penalty when a violation results in a motorcycle crash. The sponsor and motorcycle advocates argued stronger fines are needed, but several members also wanted an education component; the committee agreed to work on a COW amendment and the bill passed 7-0. HB 2317, which would bar local governments from prohibiting cruising, drew strong testimony both for and against: supporters framed cruising as cultural and historical, while opponents from neighborhoods and law enforcement described congestion, blocked streets, sanitation issues, and safety concerns. The chair held the bill for further work. The committee also heard HB 2003, which would lower the age to get an instruction permit to 15 and extend permit periods and supervised-driving requirements; the sponsor and a motorcycle advocate said more supervised time would improve teen safety, while some members expressed concern about lowering the age and wanted to discuss changes before moving it forward.
FL
Florida 2026 Regular Session
FL House Floor Session - 2026-04-29 (9:30AM Session)
Florida House Floor Meeting
Transcript Highlights:
- Representative, do you know whether this map was drawn by hand or using outside algorithms?
- Was this map drawn by hand or using outside algorithms? Oh, I'm sorry, Ms. Fields already answered.
- Was this map drawn by hand or using outside algorithms? Oh, I'm sorry, Ms. Fields already answered.
CA
California 2025-2026 Regular Session
Joint Hearing Higher Education Committee and Privacy and Consumer Protection Committee Aug 26th, 2025
Transcript Highlights:
- I'm not familiar with that algorithm or that dynamic. Are you?
- If students come to believe that they can outsource analysis and reasoning to an algorithm, they lose
- That they can outsource analysis and reasoning to an algorithm, they lose the very habits of questioning
- And sometimes those algorithms are around good grammar. Yeah.
Summary:
The Assembly Committee on Higher Education and the Assembly Privacy and Consumer Protection Committee held an oversight hearing on the California State University’s AI-empowered initiative, including the systemwide rollout of ChatGPT EDU and broader AI integration across CSU campuses. Opening remarks emphasized both the promise of AI for student success, workforce preparation, and access, and the need to address risks such as bias, privacy, misinformation, environmental impacts, and mental health harms. CSU representatives said the initiative grew out of Academic Senate recommendations and a systemwide generative AI committee, and that the goal was to provide equitable access, training, governance, and workforce alignment across the 23-campus system.
CSU officials described systemwide contracts for AI tools, the AI Commons training hub, and faculty grant programs supporting AI-related curriculum innovation. They said more than 93,000 ChatGPT EDU accounts had been activated, over 4,300 faculty had taken voluntary training, and $3 million had been awarded to 63 faculty-led projects from more than 400 submissions. San Jose State University highlighted its own AI-focused programs, courses, orientation training, faculty fellows, student ambassadors, and interdisciplinary efforts to build AI literacy and responsible use into instruction and co-curricular programs. CSU also said it was tracking metrics on adoption, academic outcomes, workforce outcomes, and environmental impacts.
Faculty, staff, and student representatives welcomed the educational potential of AI but raised concerns about the rollout, saying it had moved quickly and without enough consultation or consistent systemwide policy. They urged stronger protections for academic freedom, intellectual property, privacy, equity, and worker input, and warned about bias, surveillance, job displacement, and the environmental cost of AI. Legislators pressed CSU and OpenAI representatives on training requirements, data privacy, bias reporting, discipline for misuse, liability, sycophancy, and safeguards against harmful uses such as non-consensual imagery or self-harm-related interactions. CSU said interactions in the licensed tool are private, data are not used to train models, and campuses retain their own conduct processes; members also asked CSU to follow up on systemwide training, policy consistency, and additional safeguards.