Video & Transcript Research : 'algorithmic feeds'
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KY
Kentucky 2025 Regular Session
Senate Standing Committee on Economic Development, Tourism, & Labor. (2-6-25)
Transcript Highlights:
- They open their doors, invite them all in, they sleep there, they feed them.
- They open their doors, invite them all in, they sleep there, they feed them.
Keywords:
Meeting Start 00:00
Roll Call 00:27
SB 76 Discussion 01:20
SB 76 Vote 04:51
SB 59 Discussion 05:50
SB 59 Vote 20:49
SB 313 Discussion 23:46
SB 313 Vote 28:18, 958, all
Summary:
The Senate Standing Committee on Economic Development, Tourism, and Labor met and first took up Senate Bill 76, sponsored by Senator Greg Elkins. The bill would raise the construction retainage/escrow statute threshold from $500,000 to $2 million to reflect inflation, and would also make any contract term waiving the escrow protection void and unenforceable. Elkins said the measure would not apply to government contracts and was intended to protect contractors, subcontractors, and suppliers from delayed payment. The committee voted 9-0 to pass the bill with a favorable expression and send it to the floor.
The committee then considered Senate Bill 59, sponsored by Senator Jimmy Higdon, with a committee substitute adopted first. Higdon said the substitute limited the bill to existing church property and the measure would allow religious institutions to build affordable housing on their property while still requiring local governing-body approval and compliance with building codes. Supporters framed it as a housing-supply tool and a way to use nonprofits and churches to help address Kentucky’s housing shortage, while questions focused on tax impacts, local control, and whether the bill could be used for single-family homes or other developments. A public witness from Henry County opposed the bill, arguing it could enable discriminatory housing and reduce local tax revenue. After discussion, the committee voted 9-0 to pass SB 59 with a favorable expression.
Finally, the committee heard Senate Bill 313 from Senator Phillip Wheeler, which would designate June as Kentucky History Month. Wheeler and Kentucky Historical Society Executive Director Scott Alvi said the bill would help promote Kentucky history statewide, especially in connection with the U.S. 250th commemoration in 2026, and would build on existing June observances such as Statehood Day and Boone Day. The committee approved the bill with favorable expression, and the chair announced it would proceed to the floor.
US
US Federal 2025-2026 Regular Session
Hearings to examine defense innovation and acquisition reform. Jan 28th, 2025 at 08:30 am
Senate Armed Services Subcommittee on Personnel
Transcript Highlights:
- you from innovating something commercially and then bringing that innovation back in to have a cross-feed
- that the dollars going through the SBIR program are actually going to American companies and are not feeding
US
US Federal 2025-2026 Regular Session
Hearings to examine the nominations of Elise Stefanik, of New York, to be the Representative of the United States of America to the United Nations, with the rank and status of Ambassador, and the Representative of the United States of America in the Jan 21st, 2025
Foreign Relations Committee
Transcript Highlights:
- For instance, feeding folks. We do a lot of it ourselves.
- broad bipartisan support, part of the key mission of the UN to promote stability and security by feeding
FL
Florida 2025 Regular Session
January 15, 2025 - 03:30 PM
Transcript Highlights:
- we have seen them leave in a few years is part of that career pathway, where a lot of them do then feed
- we have seen them leave in a few years is part of that career pathway, where a lot of them do then feed
Summary:
The Education Administration Subcommittee held an introductory meeting focused largely on member introductions and “homework” reports about education issues in each district. Members raised a wide range of concerns and priorities, including early childhood care and VPK access, school choice and school closures, teacher recruitment and retention, conflict resolution and school safety, early literacy and preparedness, technology and AI/STEM instruction, attendance and mental health, ESE services, dual enrollment and career/technical education, caregiving youth, and real-time student enrollment/funding tracking. Several members also emphasized local challenges such as housing-driven teacher turnover, disaster-related attendance problems, and funding inequities across counties.
The committee then heard a detailed presentation on Florida’s early learning system from Chancellor Carrie Miller of the Department of Education’s Division of Early Learning. She outlined the structure and funding of School Readiness, VPK, and the Gold Seal Quality Care program, the role of early learning coalitions and DCF, and the state’s quality and accountability measures. She highlighted the importance of kindergarten readiness, teacher quality, and the new School Readiness Plus program, which helps families transition off subsidy more gradually. Additional panelists from the Children’s Forum, the Early Learning Coalition of Miami-Dade/Monroe, and a Tallahassee child care provider discussed workforce shortages, low wages, provider turnover, the TEACH scholarship program, Help Me Grow, local coalition operations, and the need for more providers and more consistent regulation.
During questions, members asked about wait lists, special needs services, teacher retention, provider onboarding, and DCF regulation. The panel said Miami-Dade’s wait list was about 4,000 children and described priority categories for service; they also said children with disabilities are screened and referred for support, though not given a separate priority category. Panelists reported that TEACH has helped reduce turnover through education support and service commitments, but said wages and career pathways remain major issues. Members also pressed for clearer, more consistent licensing standards and more support for new providers entering the field. No formal votes or committee actions were taken in the meeting.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Ways and Means Jun 21st, 2026 at 10:00 am
Joint Committee on Ways and Means
Transcript Highlights:
- We're doing advanced analytics, building our own algorithms and risk models to identify cases that might
Summary:
The hearing was a FY27 budget session on Health and Human Services held in Mattapan, hosted by the Joint Committee on Ways and Means. Opening remarks from Senator Lydia Edwards, Representative Brandy Fluker-Reed, Representative Russell Holmes, and Boston Public Library President David Leonard emphasized the significance of holding the first Ways and Means hearing in Mattapan, the importance of community access, and the role of libraries as human services institutions. Committee members and attendees introduced themselves before agency testimony began.
MassAbility testified first, describing its mission to support people with disabilities through employment, independent living, and disability determination services. The agency highlighted federal funding uncertainty, a modest FY27 budget reduction, and a proposed reworking of its home care program, which it said is outdated and should better target those most in need. Members questioned the home care cut, staffing reductions, and federal coordination. MassAbility also shared a participant story about recovery and community support to illustrate the impact of its services.
The Massachusetts Commission for the Deaf and Hard of Hearing then presented its FY27 request, focusing on interpreter and captioning access, workforce development, emergency communication, aging-related hearing loss, and transition services for deaf and hard-of-hearing youth. Members asked about interpreter shortages, after-hours emergency coverage, ASL education, and community training; the commission said it is expanding mentorship and referral systems but still faces staffing and vendor challenges. The Massachusetts Commission for the Blind followed with a $30.8 million request, describing services for nearly 9,000 consumers, peer support groups, vocational rehabilitation, and Turning 22 services, while noting federal funding uncertainty and a 7% budget cut. Members raised concerns about maintaining services with fewer resources, and the commissioner said the agency had trimmed overhead and could manage the proposal.
The Office for Refugees and Immigrants closed the segment, outlining expanded legal, housing, workforce, citizenship, and financial literacy supports for immigrants and refugees, including Know Your Rights trainings, legal defense initiatives, and the Massachusetts Access to Counsel Initiative. Members discussed the effects of federal policy changes, the loss of refugee resettlement funding, and the need for state support to fill gaps. No votes were taken in the portion provided; the hearing consisted of agency presentations and committee questioning.
KY
TX
Transcript Highlights:
- We actually even have an algorithm that kind of, you know, in a back-of-the-napkin type of way predicts
Summary:
The committee continued hearing testimony on Senate Bill 2252, which would expand early literacy and numeracy screening, parent notification, intervention supports, and teacher training, including math academies and early childhood supports. Supporters from Texas 2036, Good Reason Houston, Texas Business Leadership Council, and several parents argued that early identification of skill gaps, clearer data for families, and stronger teacher preparation would improve student outcomes, workforce readiness, and long-term earnings. They cited low math proficiency statewide, the importance of early intervention, and examples of districts using screeners and data dashboards to guide instruction and resource allocation. One witness also highlighted home visiting as a family-support model, while another urged more funding for pre-K partnerships and stronger support for parents with reading materials and guidance. A district special education administrator testified neutrally, saying the bill reflects practices already used in her district but expressing concern that it could reduce local control and teacher discretion by standardizing screening and tying it to funding. A Texas Classroom Teachers Association representative supported the intent but warned that mandatory math academies and intervention academies could burden teachers if implemented like prior reading academies, and a substitute teacher/teacher-of-the-year witness asked for clearer protections around special education information and pay for alternative certification candidates. After public testimony closed, SB 2252 was left pending.
The committee then took up Senate Bill 2253, as substituted, which would phase out routine hiring of uncertified teachers over time, require parent notification when a teacher is uncertified, and expand high-quality preparation pathways such as university programs, residencies, improved alternative certification, and grow-your-own programs. Senator Creighton said the bill responds to the rise in uncertified teachers and aims to strengthen the teacher pipeline with more structured preparation, mentorship, and oversight by SBEC. Invited testimony strongly supported the measure: a Texas Tech researcher said uncertified teachers and fast-track programs are associated with significant learning losses, while year-long residencies and mentored pathways produce stronger outcomes and higher earnings for students. Leaders from Dallas College and Sam Houston State University described successful residency and grow-your-own models, high completion and retention rates, and the need for paid residencies and stipends so candidates can afford to enter the profession. Committee members asked about the difference between mentorship and residency, the cost-effectiveness of paid residencies, retention incentives, and how to scale the model statewide. The committee also adopted the substitute for SB 2253 and later paused to vote out several other bills, including SB 1191, SB 1786, SB 226, SB 326, SB 570, SB 870, SB 991, SB 60, SB 365, SB 1401, and SB 1067, all of which were reported favorably, many with unanimous votes and some placed on the local and uncontested calendar.
TX
Texas 89th Regular
Delivery of Government Efficiency Mar 26th, 2025
Delivery of Government Efficiency
Transcript Highlights:
- Surveys or data points that are kind of put through an algorithm to shoot out that score.
Bills:
HB149, HB252, HB643, HB1442, HB1500, HB1672, HB1851, HB1893, HB2028, HB2768, HB2818, HB149, HB252
Keywords:
artificial intelligence, regulation, biometric data, ethical AI, consumer protection, AI governance, employment compensation, state agencies, salary payments, general appropriations, government efficiency, public works, contractors, payment bonds, government contracts, construction law, transparency, open meetings, government accountability, public access
TX
Transcript Highlights:
- but based upon whether or not if somebody does not get 50% of the first-choice votes, It's now an algorithm
Bills:
SB16, SB76, SB310, SB311, SB396, SB505, SB827, SB964, SB1209, SB1210, SB1386, SB1470, SB2035, SJR37, SB 16
Keywords:
voter registration, proof of citizenship, Election Code, criminal offenses, limited federal ballot, transportation, infrastructure, funding, public safety, state regulation, election, polling places, voter access, state oversight, electronic voting, voting, polling place, elections, countywide program, election integrity
MN
Minnesota 2025 1st Special Session
House Commerce Finance and Policy Committee 2/19/25
Commerce Finance and Policy
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on the Judiciary Jun 21st, 2026 at 01:00 pm
Joint Committee on the Judiciary
Transcript Highlights:
- H. 1949, which has been presented since 2019, prohibits the eating of dogs and cats and prohibits feeding
- We don't support feeding them to other species.
- We don't support feeding them to other species.
Summary:
The Joint Committee on the Judiciary held a lengthy public hearing on a wide range of civil actions, labor, consumer protection, and animal welfare bills. Chair Lydia Edwards and Representative Michael Day opened with strict testimony rules and time limits, then heard from legislators and advocates on measures including animal-abuser pet ownership bans (S. 1207/H. 1914), a name-change privacy bill (S. 1045/H. 1973), tort claims reform (H. 1724), law enforcement council coverage under the Tort Claims Act (S. 1199), civil rights and qualified immunity-related proposals (H. 1641), employee free speech/captive audience restrictions (S. 1078/H. 1653), consumer protection and civil rights jurisdiction expansion (S. 1041), private right of action for wage theft (H. 1916), gun-owner liability insurance (H. 1836), pseudoephedrine sales tracking (S. 1243/H. 1581), prepaid legal services plans (H. 1612), structured settlement protections (H. 1863), third-party litigation financing disclosure (H. 1861), antitrust reform for small businesses and workers (S. 1038/H. 1982), legal notices in online-only newspapers (S. 1279/H. 1632), and several animal cruelty and protection bills including H. 1938, H. 1949, S. 1277/H. 1934, and H. 1764.
Testimony was largely supportive from bill sponsors and advocacy groups, with repeated themes of protecting vulnerable people and animals, improving access to justice, and updating outdated laws. Supporters of the animal bills argued for stronger possession bans, broader cruelty citations, and civil removal tools to prevent repeat abuse; opponents or conditional supporters raised due process and enforcement concerns, especially around warrantless seizures and requiring retail or shelter staff to check registries. On the labor and consumer side, supporters said the antitrust bill would curb monopoly power and help small businesses and workers, while opponents warned it could destabilize competition and burden successful firms. The employee free speech bill was backed as a response to captive audience meetings, and the wage-theft bill was presented as a way to let workers or organizations pursue claims when individual employees are afraid to come forward.
Several public officials and association representatives testified on the law enforcement and civil rights bills. Chiefs of police supported adding law enforcement councils to the Tort Claims Act, saying it would close a liability gap for regional mutual-aid collaborations. But police representatives opposed changes to the Massachusetts Civil Rights Act and qualified immunity-related provisions, arguing the federal system already provides a workable forum and that expanding liability could increase costs, reduce morale, and worsen recruitment and retention. On the consumer/civil rights bill, Senator Collins and a veteran described an out-of-state assault case that they said showed the need for Massachusetts to let residents seek redress at home when rights are violated elsewhere.
No votes or formal committee actions were taken during the hearing itself; the committee mainly received testimony and questions. Several witnesses indicated they had submitted written testimony or proposed amendments, and some bills drew requests for favorable reports while others were explicitly opposed unless amended.
MA
Massachusetts 2025-2026 Regular Session
Joint Committee on Public Health Jun 21st, 2026 at 09:00 am
Joint Committee on Public Health
Transcript Highlights:
- Ted and his family decided to discontinue his tube feeding. ...despair.
- Ted and his family decided to discontinue his tube feeding, and he died after 14 days without fluid or
- He would teach me and my cousins how to play Clue and rummy while feeding us peppermint bark from, seemingly
Summary:
The Joint Committee on Public Health opened its first hearing of the session and heard testimony on bills in three areas: emergency medical services/AED access, athletic training and student safety, and end-of-life options. Committee chairs outlined testimony rules and noted that written testimony would also be accepted. Some bills had no live witnesses, while others drew extensive testimony from advocates, professionals, and legislators.
On AED-related bills, the American Heart Association supported requiring automated external defibrillators at sporting events and athletic fields, citing sudden cardiac arrest survival rates and urging cardiac emergency response plans as an added safeguard. A parks and recreation professional supported AED access but raised concerns about the cost, staffing, maintenance, and feasibility for municipalities with limited resources. Athletic trainers supported expanding their scope of practice and removing workplace restrictions, arguing it would improve injury prevention, reduce costs, and help retain professionals in Massachusetts.
The committee also took extensive testimony on end-of-life options legislation. Supporters included legislators, physicians, hospice volunteers, clergy, patients’ family members, and advocacy groups, who described the bills as allowing terminally ill, mentally capable adults to choose a peaceful death with strict safeguards and self-administration requirements. They emphasized personal stories of suffering, public support, and the claim that other states have not seen abuse. Opponents, including faith-based, disability-rights, and family policy representatives, argued the bills amount to physician-assisted suicide, could pressure vulnerable people, and may be influenced by prognosis errors, coercion, or financial incentives. No votes or final committee actions were taken during the hearing.
MN
Transcript Highlights:
- Provides financial support to dairy farmers when between milk prices and feed costs is low.
- Provides financial support to dairy farmers when between milk prices and feed costs is low.
- Provides financial support to dairy farmers when between milk prices and feed costs is low.
ND
North Dakota 2026 1st Special Session
Special Education Funding Committee Mar 4th, 2026 at 09:00 am
Transcript Highlights:
- They're learning, you know, feeding tubes. They're doing refreshenings on students.
- They're learning, you know, feeding tubes. They're doing refreshenings on students.
- We have six elementaries feeding into one.
Summary:
The committee met to discuss special education funding and retention, beginning with approval of the prior meeting minutes and then hearing a presentation from North Dakota United on a statewide special education survey and retention rubric. Presenters described how the rubric and survey were developed from special educator input around four domains: paperwork and due process support, workload, student and staff safety, and paraprofessional management. They reported high levels of stress and burnout, including increased workload, difficulty taking prep and lunch time, concerns about mental health, and widespread difficulty filling special education positions. Committee members questioned the survey’s lack of a general-education comparison group, the interpretation of terms like “rarely” and “sometimes,” and whether results could be broken down further by district size, unit, or disability area.
The survey results showed the weakest area was workload, with respondents reporting caseloads increasing without corresponding adjustments, little additional support or compensation when workloads rise, and few negotiated-agreement protections. Paperwork and due process also scored poorly, with many teachers saying they rarely receive dedicated time during the duty day, often work outside contract hours without compensation, and take work home on evenings and weekends. Student and staff safety scored somewhat better but still showed gaps in crisis follow-up, notification about violent behavior, protective gear, and leave options after incidents. Paraprofessional management also drew concern, especially low pay, insufficient staffing, limited administrative support, and the burden placed on teachers to supervise and train paras.
Several teachers then testified directly about the practical impact of these issues. One special education teacher described the job as combining instruction, legal compliance, and paraprofessional supervision, often requiring work beyond contracted hours and contributing to burnout and turnover. Another testified that special education case managers are effectively doing three full-time jobs and that the paperwork and caseload demands are a major reason people avoid or leave the field. Committee members discussed whether the problems are primarily local or state-level, whether more funding would solve them, and whether changes to the funding formula or weighting for high-cost students might be needed. No formal vote or action was taken beyond a recess and return to order for the next presentation, which continued the discussion of possible special education study objectives and potential policy directions.
NM
New Mexico 2026 Regular Session
House - Appropriations and Finance Jan 24th, 2026 at 09:09 am
House Appropriations & Finance
TX
Transcript Highlights:
- From what I understand, um, it's a paste if you're going to the feed store and purchasing it for animal
- That is where some of the, you get into very iffy territory if it's known that you can get it at the feed
- The result was that some turned to animal feed stores, foreign countries, or even online sources, leaving
Keywords:
youth camp, safety regulations, advisory committee, child welfare, health standards, summer camp, camp safety, child abuse reporting, child neglect, mandatory reporting, background check, criminal history check, sex offender registry, CPR training, first aid, public health, child protection, camp operator, camp counselor, Health and Safety Code
TX
Transcript Highlights:
- more and more employers are using these electronic eligibility systems, and those systems will Direct feeds
- If that feed is on a Thursday and the 1st of the month is on the past Friday and you've missed that feed
TX
Transcript Highlights:
- Today, I'm here to talk about the Department of Agriculture's Texans Feeding Texans program, home delivered
- As food and fuel prices increase, the dollars to feed homebound seniors across this state do not stretch
- Please help us not only to feed those wonderful people, keep them out of harm's way.
MN
Transcript Highlights:
- I need help with preparing meals, feeding, dressing, showering, and household chores.
- And since my dad has passed away, my mom has to rely on others to watch her farm and feed her dog while
- , showering, and feeding, dressing, showering, and household<00:03:45.840>
chores. - to watch her mom has to rely on others to watch her farm<00:05:10.320>
and <00:05:10.720>feed - her dog while she's with farm and feed her dog while she's with me. me. me.
NH
Transcript Highlights:
- think it gets a little bit squirrely because you could have, let's say, a hospital that puts a news feed
- <04:06:53.600>
on say a hospital that puts a news feed on say a hospital that puts a news - you<04:06:59.920>
know <04:07:00.080>pulled <04:07:00.319>a <04:07:00.479>feed - <04:07:01.359>
I you know pulled a feed from somewhere. - I you know pulled a feed from somewhere.