National Union of Mineworkers (NUM)
How these positions were derived
Every stance on this page is AI-derived from parliamentary and public records — committee transcripts, submissions, and published statements — and each carries the one-line reason the model gave for it. They are a research starting point, not a position an organisation has confirmed. Verification is tiered. 235 of 451 stance records have been verified, and 37 corrected, by a paired AI review — two independent AI reviewers per actor plus an adjudicator — that checked each stance for coherence against the actor’s recorded brief and the idea text. That check did not reach back to primary parliamentary sources, so an AI-verified badge means internally consistent, not independently confirmed. A corrected row shows the revised position, with the originally recorded stance and the adjudicator’s reason inspectable on its badge. The distinct top tier is human review: 0 of 451 stance records across the whole site have been checked by a human reviewer, and a human review always outranks the AI tiers. None have yet. Human-reviewed rows get their own badge as soon as they exist; the 179 rows with neither badge are the model’s unchecked call.
Stakeholder brief
Primary interests
Mining employment security and worker safety; just transition pace that protects coal-dependent community livelihoods; collective bargaining rights in energy and mining sectors; wage growth for 200,000+ members across mining, energy, and construction sectors.
Key concerns
Accelerated coal phase-out without adequate income support, skills retraining, and community economic diversification; renewable energy job quality — IPP employment contracts may not offer equivalent wages and job security to Eskom employment; transition timeline pressures from JETP that exceed community absorption capacity.
What they bring
Deep knowledge of coal community economic structures and dependency patterns; shop-floor understanding of energy transition feasibility constraints; mobilisation capacity for legitimate transition processes; constituency buy-in critical for Eskom operational continuity during restructuring.
Conditions for engagement
Just transition fund with dedicated skills retraining and income support; coal community economic diversification plans with government commitments and measurable milestones; minimum labour standards in IPP and concessioning contracts; meaningful stakeholder consultation before major restructuring decisions.
Reform design insight
The pace of coal transition must be matched by the pace of alternative livelihood development in affected communities. NUM's concerns are not anti-reform — they surface legitimate distributional questions about who bears transition costs. Reform designs should sequence transition milestones with community support program delivery, not treat them as independent workstreams. A just transition fund with community-level spending plans is a reform prerequisite, not an add-on.
Recorded positions
26 positions across 5 reform packages. Split between conditions and objections.
6
Support
10
Conditional
10
Oppose
0
Neutral
Two scales are in play. The engagement posture above (Cautious) is one actor-level judgement, the axis the feasibility simulator scores. These four counts are the separate per-idea scale: support reads as champion, conditional reads as constructive critic, oppose reads as concerned, neutral has no posture counterpart at all — the posture scale has no neutral. An actor’s posture and its per-idea positions can disagree, and where they do the disagreement is the point.
Stance portfolio
Grouped by reform package, then by the binding constraint each idea addresses. The line under every title is the reason the stance was assigned.
Package 1: Infrastructure Unblock
15 ideas1 support6 conditional8 oppose- ConditionalAI-corrected
Brief names JETP timeline pressures as a concern, calls a just transition fund a reform prerequisite and states NUM is not anti-reform; opposing the funding instrument it demands misreads the record. Conditional matches NUM's idea-35 pattern.
- Oppose
NUM's recorded concern is coal phase-out outpacing community support; escalating the carbon price adds pressure on coal operations its members depend on while the idea records the transition-support recycling framework as still unresolved.
- Oppose
Opposes rapid coal decommissioning without binding just transition commitments for coal workers — re: Climate Change Adaptation Infrastructure
- Oppose
Opposes rapid coal decommissioning without binding just transition commitments for coal workers — re: Forestry Sector Revitalisation and Timber Value Chain
- Oppose
Opposes rapid coal decommissioning without binding just transition commitments for coal workers — re: Green Hydrogen and Critical Minerals Regulatory Framework
- Oppose
Opposes rapid coal decommissioning without binding just transition commitments for coal workers — re: Marine Fisheries Reform and Small-Scale Fisher Rights
- Oppose
Opposes rapid coal decommissioning without binding just transition commitments for coal workers — re: SANParks and Protected Area Expansion
- Support
NUM supports new nuclear build as it creates long-term high-quality energy sector employment comparable to coal generation.
- ConditionalAI-corrected
The note is conditional in form ('opposes without guarantees'), matching NUM's other conditional rows; the brief is cautious, states concerns 'are not anti-reform', and lists these guarantees as conditions for engagement. Conditional fits better.
- ConditionalAI-verifiedGreen Hydrogen Commercialisation StrategyImplemented
NUM conditionally supports green hydrogen if it includes job creation commitments and skills retraining for displaced fossil fuel workers.
- ConditionalAI-verified
NUM supports the IRP update only if the coal phase-down timeline matches just transition fund disbursement to affected communities.
- ConditionalAI-verified
NUM conditionally supports renewable grid integration if coal community economic diversification plans are co-developed with measurable milestones.
- OpposeAI-verified
NUM opposes the competitive electricity market, viewing IPP employment as inferior to Eskom jobs in wages, security, and benefits.
- Oppose
The brief records NUM's concern that generation shifting from Eskom to private providers carries inferior job quality and security; the scheme accelerates that shift by moving industrial supply to private embedded capacity.
- ConditionalAI-correctedTransnet Freight Rail and Port Private Sector ParticipationPartially implemented
Brief's conditions for engagement expressly include minimum labour standards in concessioning contracts — idea 59's mechanism on mining export corridors — and state NUM is not anti-reform; the note itself is 'opposes without guarantees'. Conditional is better supported.
Package 2: SMME & Employment Acceleration
1 idea1 support- SupportAI-verified
NUM supports the Just Energy Transition SMME Finance Facility as it directly funds alternative livelihoods for coal communities.
Package 3: Human Capital Pipeline
2 ideas2 support- SupportAI-verified
NUM supports energy transition manufacturing skills training as a concrete pathway for workers displaced by the coal transition.
- SupportAI-verified
NUM supports artisan pipeline expansion as it creates skilled employment in mining, energy, and construction sectors.
Package 4: Trade & Industrial Competitiveness
3 ideas1 support2 conditional- ConditionalAI-verifiedCritical Minerals Beneficiation StrategyUnder review
NUM supports minerals beneficiation if it creates downstream manufacturing jobs compensating for potential mining employment decline.
- Conditional
NUM conditionally supports the EV transition if retraining programmes and employment guarantees are provided for ICE manufacturing workers.
- Support
NUM supports the Steel Master Plan as steel fabrication provides downstream employment for mining sector workers.
Package 5: State Capacity & Governance
5 ideas1 support2 conditional2 oppose- OpposeAI-verified
NUM opposes accelerated carbon taxation as it threatens coal-dependent employment without adequate transition funding.
- Oppose
NUM opposes procurement flexibility reforms that could enable outsourcing and weaken SOE worker protections.
- ConditionalAI-verifiedEskom Debt Relief Conditions and Restructuring FrameworkPartially implemented
NUM conditionally accepts Eskom debt relief conditions but opposes restructuring terms that result in involuntary retrenchments.
- Conditional
NUM conditionally supports Denel restructuring with employment transition plans for affected workers.
- SupportAI-verifiedDerelict and Ownerless Mines Rehabilitation FundUnder review
NUM supports the derelict mines rehabilitation fund as it creates jobs in mine closure and addresses community health risks.
Agreement & opposition
Scored only on ideas both actors hold a recorded position on. Identical positions score +1, support against opposition −1, support against conditional +0.5, and any pair involving a neutral 0. The figure shown is the mean over the shared ideas. Pairs sharing fewer than 5 ideas are not scored — a one-idea overlap produces a perfect agreement that means nothing.
Most aligned
- COSATU+0.81Near-identical positions8 shared ideas of 26 · 7 agree · 1 clash
- NERSA+0.70Mostly aligned5 shared ideas of 26 · 4 agree · 1 clash
- DTIC (Dept. of Trade, Industry & Competition)+0.63Mostly aligned8 shared ideas of 26 · 7 agree · 1 clash
- Eskom+0.14Little in common14 shared ideas of 26 · 6 agree · 7 clash
- Business Unity South Africa (BUSA)+0.03Little in common20 shared ideas of 26 · 10 agree · 10 clash
Most opposed
- World Bank Group-0.79Systematically opposed7 shared ideas of 26 · 1 agree · 6 clash
- European Union / JETP Partners-0.36Frequently at odds7 shared ideas of 26 · 1 agree · 3 clash
- Presidency / Operation Vulindlela-0.27Frequently at odds17 shared ideas of 26 · 8 agree · 9 clash
- Renewable Energy IPP Developers-0.21Frequently at odds7 shared ideas of 26 · 1 agree · 2 clash
- National Treasury-0.03Little in common19 shared ideas of 26 · 9 agree · 10 clash
Insufficient overlap — not scored
Competition Commission (2 shared) · South African Reserve Bank (2 shared) · Transnet (1 shared)
Data as of 2026-10-10 · latest PMG meeting 2026-10-02