Evidence · NZ Election 2026 · Edition 4

Every question, every answer, every source

All 174 questions and the 776 answers produced on 19 October 2026. For the other 44 planned combinations, Google produced no AI Overview or AI Mode answer.

questions
174
answers saved
776
collected
19 October 2026

01

Every question, with its answers

Each question was written as a voter would ask it and went to all four assistants. Some were also asked from a town. Open a question to read every answer to it in full.

Showing 20 of 174 questions

02

The tables behind the study

Every figure on the study page comes from these tables. They are CSV files, which open in any spreadsheet.

  • Questions

    questions.csv

    One row per question, unchanged since 5 October.

    id, text, reference, axes, collectionSettings, enabled

  • Answers

    answers.csv

    One row per saved answer, with its complete original text.

    id, questionId, assistant, collectionSetting, askedFrom, text, words

  • Sources by answer

    source-associations.csv

    One row per website associated with an answer; repeated citations count once.

    answer id, question id, assistant, domain, publisher

  • Checks against official sources

    checks.csv

    One row per selected statement and assistant, including those where the statement was not made.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, paragraphs, verdict, evidence, whatTheSourceSays, checkedOn, assessment

  • Who to vote for: what each answer did

    behaviour-coding.csv

    One row per voting-guidance answer read in full, with each behaviour marked. Behaviours overlap; the original answers supply the evidence.

    prompt_id, draft_id, platform, region, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, excerpts, rationale, reviewer, reviewed_on, answerId

  • Location and national answers

    place-pairs.csv

    One row per national and location pair in this edition.

    question id, assistant, place, national answer id, place answer id, national entities, place entities, same entities

  • Changes between editions

    party-change-tables.csv

    One row per answer and earlier edition, with the parties named then and now.

    earlier_edition, earlier_result_id, current_result_id, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, same_text, same_party_set, earlier_parties, current_parties, added, removed

  • Changes across editions

    trajectory-tables.csv

    One row per pair of editions, with how many of the same 776 answers changed their party line-up.

    earlier_edition, current_edition, denominator, changed_all17, changed_seven

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with the answers naming the party.

    panel, edition, platform, entity_id, party, numerator, denominator

  • Parties entering and leaving answers

    party-mention-flows.csv

    One row per party and assistant: answers that gained, lost or kept the party since 16 October.

    entity_id, platform, denominator, earlier, current, gained, lost, retained

  • Parties named by issue

    topic-presence-tables.csv

    One row per issue and party, with the answers naming the party.

    issue, entity_id, numerator, denominator

  • Location comparisons by edition

    regional-tables.csv

    One row per national and location pair, comparison and edition.

    panel, edition, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, complete, national_result_id, location_result_id, same_party_set

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with answer length and the answers naming all six parties in Parliament.

    panel, edition, platform, answers, median_words, all_six_parliamentary

  • Voting guidance changes between editions

    guidance-change-tables.csv

    One row per voting-guidance answer and behaviour, on 16 and 19 October.

    draft_id, platform, measure, earlier_result_id, result_id, earlier, current, changed

  • What changed for each voter

    case-assessments.csv

    One row per voter: what changed in the answer to their main question.

    case, transition, earlier_quote, quote, assessment

  • Statements selected for checking

    check-register.csv

    One row per statement selected for checking, with why it was chosen and its primary source.

    checkId, claimToTest, category, whyChecked, primarySourceUrl, answerId

  • Answers paired with Edition 3

    pairs.csv

    One row per answer, with the 16 October answer to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Source capture by answer

    sources.csv

    One row per answer, with whether its sources were captured and the websites recorded.

    answerId, capture, domains, urls, literalUrls, scope

  • Websites by reach

    source-reach-tables.csv

    One row per website, with the answers associated with it.

    domain, answers, denominator

  • Websites by issue

    topic-source-tables.csv

    One row per issue and website, with the answers associated with it.

    issue, domain, answers, denominator

  • Party matches reviewed in context

    party-identity-decisions.csv

    One row per possible party match read in context, with whether it counted and why.

    result_id, party, include, state, reason, reviewer, reviewed_on, review_basis, contexts

  • Parties found in each answer

    codings.csv

    One row per answer, party and comparison, with whether the party counted and the passage that shows it.

    comparisonId, answerId, entityId, kind, measure, counted, quote, reason, evidence

  • Comparisons each answer is in

    memberships.csv

    One row per answer and comparison.

    comparisonId, answerId, rowKey, included

  • Claims Onsomble recorded

    raw-native-claims.csv

    One row per claim, with the parties it is about and its stance on each.

    claimId, claimText, quote, stance, platform, region, promptId, brands, sources, drivers, sourceResultId

  • Answers read in full

    semantic-review-ledger.csv

    One row per answer and question a reviewer read in full, with the decision and the passage.

    result_id, dimension, state, decision, rationale, excerpt, reviewer, reviewed_on

  • Passages quoted in the analysis

    report-evidence.csv

    One row per answer passage the analysis quotes, with its reading.

    key, answerId, interpretation, text

  • Analysis findings

    findings.csv

    One row per finding in the analysis, with its figure and the table it comes from.

    id, value, denominator, statement, summary, caveat, evidence, reportFile

Use these tables to trace findings back to the original questions and answers. The full text of each answer is also on this page, under its question.

03

Read in full and checked

Some answers were read in detail or checked against official sources. Those appear on the study page, beside the findings they support.

ChatGPT · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

I’m sorry you’re facing redundancy after spending years in the same industry. When rent and other bills still need to be paid, retraining is not simply a question of finding a new career — it’s whether you can afford to study while keeping a roof over your head.

For New Zealand’s 2026 general election, I’d examine party policies through three practical questions:

  • Can I retrain without paying large tuition fees upfront?
  • Can I cover rent and living costs while studying?
  • Will the training lead to realistic employment opportunities, including recognition of the skills I already have?

It is also worth comparing support for people who want to move into a new industry with support for those who want to return to similar work. You shouldn’t have to commit to an expensive qualification before knowing which route is financially viable.

1. Party policies worth comparing

The following are documented proposals or policy commitments relevant to retraining, rather than a recommendation to vote for any particular party. The focus is on what could make a real difference to an adult who has lost their job and needs to keep paying rent.

Green Party NZ (@NZGreens) on X

Green Party

Training income, vocational support and student living costs

The Greens have proposed a universal weekly payment of $380 for students to help cover essentials while they train for needed jobs, alongside $1,500 relocation payments for eligible placements. Their vocational package also proposes abolishing the training wage, a $2,000 apprentice equipment grant and $2,000 completion bonuses for employers. Manifesto 2026Good Jobs For All of UsGreen Party to abolish training wage and provide more support for apprentices

Why it matters to you: The weekly payment addresses the living-cost problem, while better-paid apprenticeships could offer a way to learn and earn rather than stop earning altogether.

Check carefully: Confirm whether the weekly payment covers your type of course and adult learner status. The Youth Jobs Guarantee is specifically for people aged 16–24 who have been out of work for six months; it is not a general guarantee for all redundant workers.

South Island Election Conference 2026

New Zealand Labour Party

Apprenticeships and reducing training-related debt

Labour has proposed expanding Apprenticeship Boost to support 30,000 more people learning on the job, providing apprentices and tradies with a $1,000 tools grant, and cutting eligible student loan balances by 10% from April 2027 for existing borrowers, or for students who remain in New Zealand for three years after study. Labour's 2026 Election PoliciesLabour's Cost of Living Plan

Why it matters to you: If your new career can be entered through an apprenticeship, paid workplace training could reduce the need to fund full-time study from savings or borrowed money.

Check carefully: Apprenticeship subsidies and tools grants are not the same as a living allowance or free tuition for every adult. The student-debt reduction is also not money to pay your rent while studying.

Will National Party Finish 2nd in New Zealand's 2026 Election?

New Zealand National Party

Existing vocational funding and the direction of tertiary support

The current government's 2026 Budget provides additional funding for tertiary enrolment growth and foundation education. However, the existing final-year Fees Free scheme is ending for qualifications completed after 2026. Budget 2026Eligibility for Fees Free

Why it matters to you: Government-funded courses and vocational pathways may offer lower-cost options now.

Check carefully: Budget funding for education does not automatically mean your chosen course will be free, or that you will receive money for rent. Ask National for its specific post-2026 plans for adult retraining, tuition costs and living support.

POLICY TRACKER: TOP wants to fund cheaper doctor visits with junk-food tax | New Zealand Doctor

ACT New Zealand

Vocational training and the cost of government support

ACT is part of the current governing coalition. When comparing its 2026 platform, look for specific commitments on apprenticeships, employer-led training, tertiary funding and income support during study. New Zealand political parties 2026New Zealand political parties 2026

Why it matters to you: The key question is whether its proposed training routes would let you gain recognised skills while earning an income.

Check carefully: I couldn't verify a specific ACT commitment in the sources reviewed that guarantees a general living allowance or fully funded retraining for a redundant adult.

These are not the only parties to consider. The 2026 Policy.nz election guide lets you compare the education, tertiary-fees and vocational-training policies of other parties too, including Te Pāti Māori and smaller parties. Policies for Party vote - NZ Election 2026New Zealand political parties 2026

2. The policy differences that matter most

Rather than focusing only on whether a party promises to spend more on education, compare the actual financial help a person in your situation could receive.

Policy question What to look for
Tuition fees A free course, a subsidy available to adults, or fees that must be repaid later
Rent and living costs A weekly allowance or income support that continues during approved training
Paid training Apprenticeships or employer-based learning with wages you can live on
Additional expenses Help with equipment, transport, internet and childcare
Job prospects Training connected to real vacancies, recognised qualifications and employer demand
Flexibility Part-time or short courses that let you keep searching for work

One distinction is especially important: free tuition does not mean free retraining. A course can have no fees and still be unaffordable if you cannot cover rent, food, power and transport.

3. Support you can investigate now, without waiting for the election

Current government assistance may help you avoid taking on unnecessary debt while you decide whether to retrain. Eligibility depends on your circumstances and course.

  • Work and Income — Training Incentive Allowance: If you receive an eligible benefit and meet the study requirements, this may help with tuition, books, equipment, transport and childcare. The maximum is currently $143.08 per week, up to $5,723.20 over 52 weeks. It is not available to every Jobseeker Support recipient. Training Incentive AllowancePaying for costs while you train or study
  • Fees Free: The current scheme reimburses eligible learners for their final year of study or final two years of work-based learning, subject to eligibility rules. It is ending for qualifications completed after 2026, so it is important not to assume a course starting now will qualify. Eligibility for Fees FreeBudget 2026
  • Student Allowance and Student Loan: Check with StudyLink whether you qualify for living-cost support or a loan. These have different eligibility rules, and a student loan can create debt.
  • Jobseeker Support and other assistance: Ask Work and Income what happens to your payments if you start an approved training programme. You may also qualify for help with accommodation or other essential costs, depending on your circumstances. Paying for costs while you train or studyTraining Incentive Allowance

4. How to use this comparison when deciding your vote

I'd suggest comparing the parties against your own minimum financial requirements rather than relying on a general promise to improve education.

For each party, check whether its policy provides:

  1. Support that applies to your age and employment status, not only to school leavers or young apprentices.
  2. Money for living expenses during training, rather than tuition assistance alone.
  3. A pathway into work that makes use of your existing experience, if possible.
  4. A clear start date, eligibility rules and funding commitment.

You can read the parties' own policies through Policy.nz's education comparison and the official Green Party manifesto and Labour policy pages. These sources can help you distinguish announced commitments from existing programmes and broader campaign statements.

One final point: you don't necessarily need to choose between retraining and returning to your industry immediately. A short, recognised course or employer-based qualification might let you broaden your options while continuing to apply for work.

Can I ask one thing that would help narrow this down? What industry have you been working in? I can then compare which retraining pathways and party commitments are most relevant to an experienced worker in your situation, without assuming you need to start your career from scratch.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 19 October 2026 · shown as ChatGPT gave it, not a verified account

Gemini · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

Navigating a redundancy after years in the same industry is a stressful crossroads, especially when you have immediate living costs like rent to cover. Deciding whether to pivot via retraining or jump straight back into the job market involves balancing up-front study costs, living allowances, and the income you lose while out of the workforce.

In the context of the 2026 New Zealand general election, political parties approach post-redundancy retraining, adult education support, and cost-of-living relief through different lenses. While specific party manifestos evolve throughout the campaign, the major political blocs generally offer distinct pathways:


Key Policy Approaches by Political Blocs

1. Centre-Left and Left-Leaning Parties (e.g., Labour, Green Party, Te Pāti Māori)

  • Focus on Targeted Financial Relief & Cost Reductions: Parties on the left typically advocate for reducing financial barriers to study and easing debt burdens.
  • Support for Living Costs: Their policies often emphasize strengthening income support, student allowances, and working-for-families or cost-of-living payments to help cover essentials like rent while studying.
  • Targeted Retraining Initiatives: Historically, these parties favour government-backed industry training incentives and structured support to help displaced workers transition into sectors facing critical skill shortages (such as health, green technology, or trades). For instance, policies addressing student loan structures (such as repayment rate adjustments or student loan cuts) are often pitched at keeping overall debt manageable for those who do upskill.

2. Centre-Right and Right-Leaning Parties (e.g., National, ACT, NZ First)

  • Focus on Economic Growth, Job Creation, and Fiscal Constraints: Parties on the right generally prioritize getting people back into paid employment quickly through broad economic management, business growth, and workplace incentives rather than large-scale state-funded education subsidies.
  • Work-Based and Industry-Led Training: Their policies lean heavily toward practical, industry-aligned training (such as apprenticeships and workplace-integrated learning) where you can earn while you learn, minimizing the period of zero income.
  • Targeted Assistance over Universal Subsidies: They tend to structure assistance tightly around sectors where there are guaranteed jobs waiting, ensuring that public spending directly targets genuine labour market shortages rather than general study. (Note that the current government's transition of the "Fees Free" scheme to a final-year-only model concluding at the end of 2026 reflects a focus on targeted completion incentives rather than open-ended free tertiary study).

Practical Factors to Weigh Alongside Party Policies

When evaluating which party's approach best protects you from unaffordable costs, consider the hidden realities of adult retraining:

  1. The "Forgone Income" Trap: Tuition fees are only part of the equation; the largest cost of retraining as an adult is the rent and living expenses you cannot pay because you are out of the workforce. Ask yourself whether a party's policies offer immediate income support (like student allowances or training benefits) or if they encourage "earn-while-you-learn" models.
  2. Part-Time vs. Full-Time Study: If your rent is non-negotiable, full-time study without a robust allowance can push you into severe debt. Look at whether parties support flexible, part-time, or modular retraining that lets you maintain a part-time income.
  3. Recognition of Prior Learning (RPL): Years of industry experience mean you shouldn't necessarily start from square one. Policies or institutional frameworks that fast-track cross-credits can drastically shorten the time it takes to get certified.

Are you leaning towards trying to secure a similar role first to stabilize your rent, or is the industry shift severe enough that you feel a total career pivot is your best option right now?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 19 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

Navigating redundancy after a long tenure in a single industry is a massive stress, especially with immediate financial pressures like rent and living costs. For the 2026 New Zealand general election, political parties offer differing philosophies and policies regarding adult retraining, income support, and tertiary costs.

To compare how different party approaches align with reducing the financial burden of retraining versus immediate job-seeking support, look to the platforms outlined on Policy.nz and individual party manifestos:

1. Parties Emphasising Fees-Free Retraining and Income Support

  • Green Party: The Greens focus heavily on reducing financial barriers to education and upskilling. Their 2026 platform advocates moving toward universal fees-free tertiary education, implementing a universal student income/allowance, and introducing paid placements. For someone worried about paying rent while studying, a universal student income is designed to provide a baseline living stipend rather than forcing reliance solely on student loans.

  • Te Pāti Māori: Also advocates for expanded accessible and culturally grounded tertiary education, supporting moves toward removing cost barriers for community and adult education pathways.

2. Parties Focusing on Targeted Debt Relief and Vocational/Māori Training

  • Labour Party: Rather than sweeping universal free tertiary education, Labour’s 2026 campaign includes targeted relief—such as writing off 10% of student loan balances for New Zealand-based graduates who missed out on earlier fees-free schemes (with balances under $2,000 cleared entirely). For employment and retraining, they feature the Start Work Now plan and sector-specific initiatives (like backing Māori into skilled work via Māori-led training and expanding apprenticeship supports), though it relies more on traditional student loan structures for general adult retraining rather than a comprehensive living stipend.

3. Parties Emphasising Work-First, Training Wages, and Market Alignment

  • ACT New Zealand & National Party: These parties place a primary emphasis on getting people back into active employment or lower-cost, on-the-job training structures rather than expanding government-funded classroom/tertiary entitlements. ACT, for instance, proposes freezing/reducing certain training wage structures to incentivise employers to take on learners. Their focus is on reducing regulatory and economic barriers to business growth so job seekers can find work quickly, rather than subsidising extended formal adult retraining.

  • New Zealand First / TOP: New Zealand First generally prioritises frontline economic support, cost-of-living relief, and industry-aligned vocational training through traditional workforce channels, while The Opportunities Party (TOP) has explored longer-term universal basic income concepts that could theoretically support adult learners, though not as an immediate 2026 silver bullet.

Key Questions to Weigh for Your Vote:

  • Retraining vs. Immediate Income: If you lean toward retraining , parties like the Greens offer stronger structural support for student allowances/incomes to help with rent, whereas traditional centrist/centre-right parties (National/ACT) lean towards finding immediate work or enterprise-based training.

  • Support Existing vs. New Fields: Check the specific industry training boards or vocational subsidies in Budget 2026 to see if your target transition area has targeted government industry-training backing.

To compare candidates and specific party stances in your electorate, you can explore the interactive tool on Policy.nz.

Ask anything

Captured 19 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. Which party policies would help an adult retrain without taking on unaffordable costs?

AI Overview

Facing redundancy while trying to cover rent is incredibly stressful. Making the choice between job hunting and retraining often comes down to your financial "runway"—how many months your current savings and initial entitlements can carry you.

In the lead-up to the November 7, 2026, New Zealand General Election , the major political parties have proposed distinctly different platforms for adult retraining, apprentice pay, and financial relief to help you manage living costs while transitioning careers.


Comparison of Party Policies for Retraining & Financial Support

Political Party Trades & Apprenticeship Policies Financial & Placement Support Living Costs & Taxes
Labour Party • Expands Apprenticeship Boost to 2 years
• $84m for Māori-led trades training
• Provides a $1,000 equipment grant • 10% student loan write-off for NZ-based graduates
• Job guarantee for graduate nurses • Three free GP visits & free prescriptions (by 2027)
• $20/week public transport fare cap ($10/week regionally)
Green Party • Abolishes the training wage (raises apprentice minimum from $19.16 to $23.95/hr)
• Provides a $2,000 equipment grant • $380/week universal payment for students on compulsory practical placements
• $1,500 relocation grant for placements • Pledges to move towards fees-free tertiary education
• Funded via a proposed wealth tax on the super-rich
National Party • Focuses on structural secondary pipelines (raising school leaving age to end of Year 11) • Prioritises broad economic management and returning the country to a fiscal surplus • Focuses on general cost-of-living reductions rather than universal targeted student stipends
ACT Party • Campaigns to reduce the training wage to 60% of the minimum wage • Focuses on deregulation and public service spending cuts to ease broad inflation • Proposes tax cuts/benefits and freezing the adult minimum wage for 3 years

Immediate Financial Resources While You Decide

Before making a long-term electoral or educational choice, you can access existing government support to protect your ability to pay rent:

  • Work and Income (WINZ) Redundancy Support: You can contact WINZ before your official final day to coordinate help. The Work and Income Redundancy Support framework provides tailored career planning, CV assistance, and links to immediate vacancies.
  • Emergency Living Subsidies: Depending on your final redundancy payout and notice period, you may face a standard WINZ stand-down period. Once eligible, you can apply for Jobseeker Support , the Accommodation Supplement (to directly help with rent), and Temporary Additional Support if your essential costs exceed your income.
  • Employment Rights: Verify your contract details via Employment New Zealand to ensure you receive your full notice period pay and all accrued annual leave.

If you would like to map out a clear budget for your transition, tell me:

  • What your weekly rent is
  • The approximate size of your redundancy payout or remaining savings
  • Which industries you are thinking of retraining into

I can help you build a personalized financial runway calculation to see how long you can safely look for work or study.

Ask anything

Captured 19 October 2026 · shown as AI Overviews gave it, not a verified account