# Governance

Curated static issue packet for assistant retrieval.

## Links

- App issue page: [Governance](https://polit.pages.dev/app/?view=issues&issue=governance)
- App idea map: [Governance ideas](https://polit.pages.dev/app/?view=ideas&issue=governance)
- Machine-readable packet: [governance.json](https://polit.pages.dev/llm/issues/governance.json)
- Issue index: [all curated issues](/llm/issues/index.md)

## Use Rules

- This is a research prototype, not a voter guide, endorsement, or final assessment.
- Many rows are model-generated or unreviewed and should be treated as evidence-navigation aids.
- Missing or limited coverage means the dataset has not ingested, normalized, or balanced that surface yet; it is not evidence that a candidate lacks activity there.
- Use source URLs and record IDs when citing claims. Prefer the linked JSON/JSONL companion files for retrieval.

## Problem Model

Governance rows describe state capacity, trust, ethics, regulation, and implementation problems that cut across issue silos.

### Analysis Questions

- Is the claim a concrete operating lever or a broad political accountability frame?
- Which agency, rule, budget process, or accountability tool would change?
- Does it diagnose a delivery failure, a legitimacy failure, or both?

## Idea Groups

- **Rules, state capacity, and modernization**: 5 approachs; 10 candidates
- **Budget performance and public services**: 5 approachs; 6 candidates
- **Rights, ethics, and community protection**: 3 approachs; 5 candidates

## Source-Backed Approaches

### Budget performance and results

- Approach ID: `governance--budget-performance`
- Summary: Reviews spending, budgets, and state programs to redirect money toward measurable results.
- Problem: State programs are framed as spending money without delivering measurable outcomes.
- Mechanism: Audit budgets, review programs, redirect ineffective spending, and manage toward measurable results.
- Candidate stance rows:
  - Betty T. Yee: Supports this approach (`support`); 4 source rows; row mix: 3 support rows, 1 unclear signal row; confidence `0.82`
  - Matt Mahan: Supports this approach (`support`); 3 source rows; row mix: 2 support rows, 1 mixed / conditional row; confidence `0.78`
  - Steve Hilton: Supports this approach (`support`); 1 source row; confidence `0.58`

### Infrastructure and technology modernization

- Approach ID: `governance--infrastructure-technology`
- Summary: Builds or governs transportation, infrastructure, AI, data, communications, or technology systems.
- Problem: Public systems and infrastructure are framed as outdated, underfunded, or unable to deliver services efficiently.
- Mechanism: Modernize transportation, roads, transit, data, AI, public-benefit systems, or state technology operations.
- Candidate stance rows:
  - Antonio Villaraigosa: Supports this approach (`support`); 4 source rows; row mix: 3 support rows, 1 unclear signal row; confidence `0.82`
  - Eric Swalwell: Mixed / conditional signal (`qualify`); 1 source row; confidence `0.56`
  - Matt Mahan: Mixed / conditional signal (`qualify`); 1 source row; confidence `0.56`
  - Xavier Becerra: Supports this approach (`support`); 1 source row; confidence `0.7`

### Civil-rights and community protection

- Approach ID: `governance--civil-rights-community-protection`
- Summary: Addresses civil-rights, racism, antisemitism, BDS, or protected-community safety claims.
- Problem: Protected communities can face discrimination, threats, or political disputes that require state protection or legal clarity.
- Mechanism: Use civil-rights enforcement, community protection, or anti-discrimination policy to protect vulnerable groups.
- Candidate stance rows:
  - Antonio Villaraigosa: Mixed / conditional signal (`qualify`); 3 source rows; row mix: 1 support row, 2 opposition rows; confidence `0.53`
  - Matt Mahan: Mixed / conditional signal (`qualify`); 2 source rows; row mix: 1 support row, 1 opposition row; confidence `0.49`
  - Xavier Becerra: Supports this approach (`support`); 1 source row; confidence `0.7`

### Regulatory reform

- Approach ID: `governance--regulatory-reform`
- Summary: Reduces, redesigns, or streamlines regulations as a governance strategy.
- Problem: Regulation is framed as raising costs, slowing delivery, or blocking private and public problem-solving.
- Mechanism: Reduce, redesign, or streamline rules through executive action or legislative reform.
- Candidate stance rows:
  - Chad Bianco: Supports this approach (`support`); 3 source rows; row mix: 2 support rows, 1 mixed / conditional row; confidence `0.78`
  - Steve Hilton: Supports this approach (`support`); 1 source row; confidence `0.62`

### Public investment and service expansion

- Approach ID: `governance--public-investment`
- Summary: Uses public funding, public land, state programs, or expanded services.
- Problem: A public problem may lack enough direct service capacity, capital, or public delivery infrastructure.
- Mechanism: Use public funding, public land, state programs, or expanded services to close the capacity gap.
- Candidate stance rows:
  - Tom Steyer: Supports this approach (`support`); 1 source row; confidence `0.7`
  - Xavier Becerra: Supports this approach (`support`); 2 source rows; row mix: 1 support row, 1 mixed / conditional row; confidence `0.62`

### AI and data-center accountability

- Approach ID: `governance--ai-data-center-accountability`
- Summary: Regulates AI companies, data centers, worker impacts, consumer risks, or environmental and occupational safety.
- Problem: AI and data-center growth can create worker, consumer, energy, land-use, and environmental risks if rules lag deployment.
- Mechanism: Set AI and data-center rules for worker protection, consumer protection, environmental safety, and accountable development.
- Candidate stance rows:
  - Tony K. Thurmond: Supports this approach (`support`); 2 source rows; confidence `0.74`

### Executive coordination and state capacity

- Approach ID: `governance--executive-coordination`
- Summary: Uses executive authority, agency coordination, state operations, or implementation capacity.
- Problem: State agencies can fail to deliver when authority, data, procurement, or implementation responsibility is fragmented.
- Mechanism: Use executive coordination, agency management, and state-operations reforms to make public systems deliver.
- Candidate stance rows:
  - Betty T. Yee: Unclear signal (`unclear`); 1 source row; confidence `0.35`
  - Tom Steyer: Supports this approach (`support`); 1 source row; confidence `0.7`

### Household relief and affordability

- Approach ID: `governance--household-relief`
- Summary: Directly lowers household costs through relief, credits, rebates, or price controls.
- Problem: Households face costs that are rising faster than their ability to absorb them.
- Mechanism: Use direct relief, credits, rebates, or price controls to lower the bill people see.
- Candidate stance rows:
  - Antonio Villaraigosa: Mixed / conditional signal (`qualify`); 1 source row; confidence `0.56`
  - Xavier Becerra: Supports this approach (`support`); 1 source row; confidence `0.7`

### Oversight, enforcement, and accountability

- Approach ID: `governance--oversight-accountability`
- Summary: Uses enforcement, audits, transparency, litigation, or compliance requirements.
- Problem: A system may fail because rules exist on paper but enforcement, audits, or accountability are weak.
- Mechanism: Use enforcement, audits, transparency, litigation, or compliance requirements to make institutions perform.
- Candidate stance rows:
  - Tom Steyer: Supports this approach (`support`); 1 source row; confidence `0.62`
  - Xavier Becerra: Mixed / conditional signal (`qualify`); 1 source row; confidence `0.5`

### Streamline rules and permitting

- Approach ID: `governance--streamline-rules`
- Summary: Cuts, streamlines, or changes regulation, permitting, fees, or approvals.
- Problem: Rules, fees, or approvals may slow delivery or add costs when they are poorly targeted or duplicative.
- Mechanism: Streamline permitting, approvals, fees, or regulations while preserving necessary protections.
- Candidate stance rows:
  - Eric Swalwell: Mixed / conditional signal (`qualify`); 1 source row; confidence `0.5`
  - Katie Porter: Mixed / conditional signal (`qualify`); 1 source row; confidence `0.56`

### Transparency, ethics, and anti-corruption

- Approach ID: `governance--transparency-ethics`
- Summary: Emphasizes transparency, ethics, elections, anti-corruption, or public accountability.
- Problem: Public trust erodes when voters believe decisions are hidden, corrupt, or insulated from accountability.
- Mechanism: Strengthen transparency, ethics rules, election safeguards, anti-corruption tools, or public accountability systems.
- Candidate stance rows:
  - Antonio Villaraigosa: Supports this approach (`support`); 1 source row; confidence `0.62`
  - Katie Porter: Unclear signal (`unclear`); 1 source row; confidence `0.35`

### Regional opportunity and service access

- Approach ID: `governance--service-access-regional-opportunity`
- Summary: Treats affordability, regional opportunity, health access, or education access as state-service performance problems.
- Problem: Opportunity and basic services can vary sharply by region, income, or local capacity.
- Mechanism: Use state programs to improve regional economic opportunity, health access, education quality, and affordability.
- Candidate stance rows:
  - Betty T. Yee: Supports this approach (`support`); 1 source row; confidence `0.7`

### State turnaround and outcome accountability

- Approach ID: `governance--state-turnaround-accountability`
- Summary: Frames poor state outcomes as a leadership failure and argues for administrative or political change.
- Problem: Poor state outcomes are framed as evidence that current leadership or political control is failing.
- Mechanism: Change leadership, administrative priorities, or governing coalition to force accountability for statewide outcomes.
- Candidate stance rows:
  - Steve Hilton: Mixed / conditional signal (`qualify`); 1 source row; confidence `0.56`

## Assistant Guidance

- Use this page for curated issue/approach structure only.
- Stance labels refer to the selected approach statement, not the candidate's whole position on the issue.
- `qualify` means a mixed or conditional source signal; it is not a final verdict that the candidate is generally qualified.
- For candidate-specific detail, follow candidate packets and evidence JSONL links.
- If a natural-language question does not match this issue, do not stretch this issue page to answer it.