« Lutte Ouvrière candidacy explicitly framed as a "class campaign" rather than a programme of government: deliberate refusal to put forward a trajectory implementable from the Élysée, and a call for collective worker struggle as the only transformative lever. All six models converge unanimously on an extreme-left placement (extreme_gauche=6) and on a minimum-of-scale economic score (-5/-5 unanimous): expropriation of large capital with no buy-out or compensation, ban on layoffs in profitable companies, automatic indexation of wages on real prices, retirement at 60 with 37.5 contribution years, public monopoly on foreign trade. Maximal social-progressive plank: immediate regularisation of around 700,000 undocumented workers, open borders, voting rights for all foreign residents, repeal of immigration laws. International plank: immediate withdrawal from NATO, opposition to any increase in the military budget, refusal of any carbon tax weighing on households. Models diverge on feasibility and on the axes: (i) economic grade C/D/F with no plurality, (ii) sovereignty from -5 (gemini, rupture reading) to 0 (claude, internationalist reading without Frexit), (iii) institutional from 0 to +5, (iv) ecological tie 0/+2 between "refusal of punitive ecology = neutrality" reading and "anti-waste planning = positive orientation" reading, (v) long-term climate with sign reversal by mistral. Mistral and qwen assign F to the economic dimension because of the openly acknowledged absence of costing and the dependence on a revolutionary uprising; the others grade C or D for the same reasons but stress the programme's internal consistency and the testimonial credibility of its discourse. »
- Capital concentration and private control of investment
- Administrative precarity and exploitation of undocumented workers
- Collapse of the public health service and medical deserts
- Compatibility with the European legal and financial framework
- Constitutional legitimacy of the flagship measures
- European positioning and strategic alliances
- Actuarial mechanism for financing full pensions at 60 / 37.5 contribution years
- Defense doctrine and collective security architecture after NATO withdrawal
- Emissions targets and long-term energy trajectory
Open borders, universal voting rights for residents, and unconditional access to abortion place the programme firmly on the progressive side, but the explicit subordination of social-cultural issues to class politics and the rejection of divisive identity framings keep it short of the maximal pole.gemini-3-pro — position -5
Unconditional regularisation, open borders, and voting rights for all residents regardless of status indicate a maximalist progressive stance.mistral-thinking — position -3
The programme advances progressive demands (gender equality, anti-racism) but frames them strictly within class struggle, rejecting liberal identity politics in favour of proletarian internationalism.
Proletarian internationalism rejects both EU federalism and national sovereigntism as bourgeois constructions. NATO withdrawal pulls toward sovereigntism, while open borders and rejection of trade barriers pull the other way. Neutral score by measurement, not by ambiguity.deepseek-expert-thinking — position -1
The position rejects both the current EU and nationalism, aiming for transnational class solidarity, slightly on the integration side without institutional adherence.gemini-3-pro — position -5
While criticising the EU as a capitalist structure, the programme explicitly rejects sovereigntism, national borders, and protectionism, anchoring itself in proletarian internationalism.mistral-thinking — position -4
Immediate withdrawal from NATO and rejection of the EU as a capitalist instrument, within a revolutionary internationalist anti-imperialist framework.
Anti-presidentialism and direct democracy at the workplace close to LFI, but with a class-based mechanism rather than a constitutional-electoral one.claude-opus-4.7 — position 0
Rejection of the Fifth Republic, but strengthened civil liberties and direct democracy in the workplace — anti-authoritarian on civil rights / anti-parliamentary on form — leaving the post-revolutionary architecture undefined.gemini-3-pro — position 5
Explicit rejection of parliamentary democracy and presidentialism, replaced by direct worker control and revocable mandates — a complete break with liberal democratic institutions.
LO recognises the ecological crisis as structural to capitalism but rejects all the concrete decarbonisation instruments of ecologist programmes (carbon pricing, fuel taxes, sector phase-outs); no emissions trajectory or sector plan specified — score neutral, not negative, since productivism is also rejected.deepseek-expert-thinking — position 1
Ecological discourse present but subordinated to class struggle; no emissions reduction target; concrete proposals (transport, anti-waste planning) limited.gemini-3-pro — position -2
Rejection of ecological market mechanisms and individual consumption limits, in favour of industrial planning and the defence of worker purchasing power over immediate decarbonisation.mistral-thinking — position 0
Programme opposes ecological austerity but lacks concrete proposals beyond a vague planning of production. Class struggle eclipses ecological concerns.
Estimated net effect of the programme on each domain, across three budgetary horizons. Scores are ordinal (−3 to +3) and measure the direction of impact, not its desirability. Cohort labels are approximate narrative anchors that imperfectly cover the calendar horizons.
| Dimension | 2027–2030 Workers aged 35–55 | 2031–2037 Young workers & retirees | 2038–2047 Generation Z & Alpha | Note |
|---|---|---|---|---|
| Pensions | +2 Short term: immediate pension revaluation and return to 60 years for the longest contributors; strong positive effect for existing retirees. intervalle : +1 → +3 chatgpt-5.5-thinking-extended+2 claude-opus-4.7+2 deepseek-expert-thinking+3 gemini-3-pro+2 mistral-thinking+1 qwen3.6-max-preview-thinking+2 | 0 Medium term: tension between massive pro-old commitments and undemonstrated actuarial sustainability; depends on financing through expropriation. intervalle : −2 → +2 chatgpt-5.5-thinking-extended0 claude-opus-4.70 deepseek-expert-thinking+2 gemini-3-pro−1 mistral-thinking−2 qwen3.6-max-preview-thinking+1 | −1 Long term: very generous pension commitments not covered by an actuarial mechanism; risk of real erosion if the claimed rupture does not occur. intervalle : −3 → +1 chatgpt-5.5-thinking-extended−1 claude-opus-4.7−1 deepseek-expert-thinking+1 gemini-3-pro−2 mistral-thinking−3 qwen3.6-max-preview-thinking0 | Retirement at 60 / 37.5 contribution years + full indexation + minimum old-age benefit at the SMIC: massive pro-old transfers; actuarial sustainability not demonstrated. Pensions Retirement at 60 / 37.5 contribution years + full indexation + minimum old-age benefit at the SMIC: massive pro-old transfers; actuarial sustainability not demonstrated. |
| Public debt | +1 Short term: cancellation of financial debt eases the interest burden but causes a market rupture; ambiguous outcome for younger generations. intervalle : −1 → +2 chatgpt-5.5-thinking-extended+1 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro−1 mistral-thinking−1 qwen3.6-max-preview-thinking+1 | 0 Medium term: effects of sovereign default on public credit; loss of market access but absence of debt service. intervalle : −2 → +2 chatgpt-5.5-thinking-extended0 claude-opus-4.70 deepseek-expert-thinking+2 gemini-3-pro−1 mistral-thinking−2 qwen3.6-max-preview-thinking0 | −1 Long term: implicit debt (pensions, climate), not costed, grows in the background; younger generations inherit the uncovered commitments. intervalle : −3 → +1 chatgpt-5.5-thinking-extended−1 claude-opus-4.7−1 deepseek-expert-thinking+1 gemini-3-pro−2 mistral-thinking−3 qwen3.6-max-preview-thinking0 | Refusal to repay debt + expropriation: massive transfer from creditors to working-class people; implicit debt (pensions, climate) not addressed. Public debt Refusal to repay debt + expropriation: massive transfer from creditors to working-class people; implicit debt (pensions, climate) not addressed. |
| Climate | +1 Short term: positive effect of the concrete measures (free transport, renovation plan launched); scale conditioned on operational deployment. intervalle : 0 → +2 chatgpt-5.5-thinking-extended+1 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro+1 mistral-thinking0 qwen3.6-max-preview-thinking+1 | +1 Medium term: absence of targets and price signal limits the systemic reach; positive effect of the concrete infrastructure but persistent diffuse inertia. intervalle : −1 → +2 chatgpt-5.5-thinking-extended+1 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro0 mistral-thinking−1 qwen3.6-max-preview-thinking+1 | 0 Long term: without targets or steering instruments, the emissions trajectory remains undetermined; the bequeathed environmental debt is not measurable. intervalle : −2 → +2 chatgpt-5.5-thinking-extended0 claude-opus-4.70 deepseek-expert-thinking+2 gemini-3-pro−1 mistral-thinking−2 qwen3.6-max-preview-thinking0 | Concrete measures (free transport, rail freight, renovation) with a likely net positive effect; without emissions targets or a price signal in diffuse sectors. Climate Concrete measures (free transport, rail freight, renovation) with a likely net positive effect; without emissions targets or a price signal in diffuse sectors. |
| Health | +2 Short term: massive hiring and 100% Sécu produce an immediate effect on access to care. intervalle : +1 → +3 chatgpt-5.5-thinking-extended+2 claude-opus-4.7+2 deepseek-expert-thinking+3 gemini-3-pro+2 mistral-thinking+1 qwen3.6-max-preview-thinking+2 | +1 Medium term: positive effects maintained if financing is secured; actuarial tension with the growing cost. intervalle : 0 → +2 chatgpt-5.5-thinking-extended+1 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro+1 mistral-thinking0 qwen3.6-max-preview-thinking+1 | +1 Long term: robustness of the system conditioned on systemic rupture; otherwise possible degradation with demographic ageing. intervalle : −1 → +2 chatgpt-5.5-thinking-extended+1 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro0 mistral-thinking−1 qwen3.6-max-preview-thinking+1 | 100% Sécu, massive hospital hiring, free essential medicines: strong positive effect expected for all age groups, particularly seniors. Health 100% Sécu, massive hospital hiring, free essential medicines: strong positive effect expected for all age groups, particularly seniors. |
| Education | +2 Short term: massive hiring, abolition of Parcoursup, free education; strong immediate effect for young people. intervalle : +1 → +3 chatgpt-5.5-thinking-extended+2 claude-opus-4.7+2 deepseek-expert-thinking+3 gemini-3-pro+2 mistral-thinking+1 qwen3.6-max-preview-thinking+2 | +2 Medium term: structuring effect maintained if staffing and financing are consolidated. intervalle : 0 → +2 chatgpt-5.5-thinking-extended+2 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro+2 mistral-thinking0 qwen3.6-max-preview-thinking+2 | +1 Long term: structuring effect on human capital conditioned on rupture; otherwise return to budgetary-efficiency logics. intervalle : −1 → +2 chatgpt-5.5-thinking-extended+1 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro0 mistral-thinking−1 qwen3.6-max-preview-thinking+1 | Massive hiring in education, abolition of Parcoursup, free higher education, autonomy allowance for young people: massive pro-young transfers with an expected structuring effect. Education Massive hiring in education, abolition of Parcoursup, free higher education, autonomy allowance for young people: massive pro-young transfers with an expected structuring effect. |
| Housing | +2 Short term: rent control and freeze produce an immediate effect on solvency; requisitions increase available supply. intervalle : 0 → +3 chatgpt-5.5-thinking-extended+2 claude-opus-4.7+2 deepseek-expert-thinking+3 gemini-3-pro+2 mistral-thinking0 qwen3.6-max-preview-thinking+2 | +1 Medium term: risk of reduction in the private rental supply; positive effect maintained if the social-housing plan is consolidated. intervalle : −1 → +2 chatgpt-5.5-thinking-extended+1 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro0 mistral-thinking−1 qwen3.6-max-preview-thinking+1 | +1 Long term: positive effect if public investment in social housing offsets the exit of private investors; otherwise erosion of the housing stock. intervalle : −1 → +2 chatgpt-5.5-thinking-extended+1 claude-opus-4.7+1 deepseek-expert-thinking+2 gemini-3-pro0 mistral-thinking−1 qwen3.6-max-preview-thinking+1 | Requisition of vacant dwellings, rent control and rent freeze, massive social-housing plan: massive pro-young transfers on access to housing. Housing Requisition of vacant dwellings, rent control and rent freeze, massive social-housing plan: massive pro-young transfers on access to housing. |
Budgetary: potential unfunded cost. Implementation: complexity of execution. Dependency: risk of lock-in.?* The "lock-in risk" (or lock-in effect) refers to a situation where a public decision or investment creates such a strong dependence on a technology, a private actor or a third state that it becomes legally, financially or technically very difficult, or even impossible, to reverse course or change suppliers later.Reversibility: probability that an opposing majority will revoke the measure.
| Dimension | Budgetary | Implementation | Dependency | Reversibility |
|---|---|---|---|---|
| Economy & finance | High Programme financeable only through expropriation and refusal of public debt; no aggregate costing or budget-balancing mechanism provided. niveau : High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingHigh gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingHigh | High Expropriation without buy-out, forced indexation, and monopoly on foreign trade presuppose constitutional revision and legal mechanisms that do not exist. niveau : High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingHigh gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingHigh | High Consistency of the scheme presupposes a collective uprising and the capacity to contain capital and markets; conditions outside the control of a government alone. niveau : High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingHigh gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingHigh | Low Expropriation without buy-out and sovereign default would produce lasting effects on private capital and on confidence, hard to reverse in the short and medium term. intervalle : Low → Limited chatgpt-5.5-thinking-extendedLow claude-opus-4.7Low deepseek-expert-thinkingLow gemini-3-proLimited mistral-thinkingLow qwen3.6-max-preview-thinkingLimited |
| Social & demography | High 100% Sécu, mass hiring, indexation, and universal voting rights weigh on the social accounts; financing referred back to systemic rupture. intervalle : Moderate → High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingModerate gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingHigh | High Several measures require a constitutional revision (article 3) or heavy administrative arrangements; regularising 700,000 only feasible at large scale. intervalle : Moderate → High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingModerate gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingModerate | Moderate Net effect depends on the administration's capacity to absorb regularisations, mass hiring, and 100% Sécu without saturating services. intervalle : Moderate → High chatgpt-5.5-thinking-extendedModerate claude-opus-4.7Moderate deepseek-expert-thinkingModerate gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingModerate | Moderate Once acquired, expanded social rights are politically hard to repeal; regularisation produces status effects that are hard to reverse. intervalle : Limited → Moderate chatgpt-5.5-thinking-extendedModerate claude-opus-4.7Limited deepseek-expert-thinkingModerate gemini-3-proModerate mistral-thinkingLimited qwen3.6-max-preview-thinkingModerate |
| Security & sovereignty | Low Opposition to rearmament reduces budgetary pressure on this line; expected savings on the military budget redirected to public services. intervalle : Low → Moderate chatgpt-5.5-thinking-extendedLow claude-opus-4.7Low deepseek-expert-thinkingLow gemini-3-proLow mistral-thinkingModerate qwen3.6-max-preview-thinkingLow | High NATO withdrawal with no alternative doctrine; rejection of the current EU with no replacement framework; cooperation tools left in suspense. intervalle : Moderate → High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingModerate gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingModerate | High The package (NATO withdrawal + EU rejection + internationalism) presupposes a transnational dynamic that is not within the power of a single state. intervalle : Moderate → High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingModerate gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingModerate | Moderate NATO withdrawal procedurally reversible, but lasting diplomatic-reputation effects during the rupture period. intervalle : Limited → Moderate chatgpt-5.5-thinking-extendedModerate claude-opus-4.7Moderate deepseek-expert-thinkingModerate gemini-3-proLimited mistral-thinkingLimited qwen3.6-max-preview-thinkingModerate |
| Institutions & democracy | Low Institutional measures are essentially procedural and symbolic; no significant budgetary cost is identified. intervalle : Low → Limited chatgpt-5.5-thinking-extendedLow claude-opus-4.7Low deepseek-expert-thinkingLow gemini-3-proLow mistral-thinkingLimited qwen3.6-max-preview-thinkingLow | High Several measures presuppose a constitutional revision not envisaged; post-rupture architecture not specified; direct democracy without legal framework. niveau : High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingHigh gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingHigh | High Coherence presupposes popular mobilisation and self-organisation of workers outside state control, a dynamic that is not assured. intervalle : Moderate → High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingModerate gemini-3-proHigh mistral-thinkingHigh qwen3.6-max-preview-thinkingModerate | Moderate Constitutional revision theoretically reversible but politically costly; direct democracy established by law can be repealed by a majority. intervalle : Limited → Moderate chatgpt-5.5-thinking-extendedModerate claude-opus-4.7Moderate deepseek-expert-thinkingModerate gemini-3-proLimited mistral-thinkingLimited qwen3.6-max-preview-thinkingModerate |
| Environment & long term | High Massive thermal renovation and free transport generate a significant unquantified cost; financing referred back to systemic rupture. intervalle : Moderate → High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingModerate gemini-3-proHigh mistral-thinkingModerate qwen3.6-max-preview-thinkingHigh | High Absence of any quantified target, calendar, and energy trajectory; concrete operational measures, but at scale they presuppose the rupture. niveau : High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingHigh gemini-3-proHigh mistral-thinkingModerate qwen3.6-max-preview-thinkingHigh | High Transition at the claimed scale depends on the socialisation of the means of production; partial measures less dependent. intervalle : Moderate → High chatgpt-5.5-thinking-extendedHigh claude-opus-4.7High deepseek-expert-thinkingModerate gemini-3-proHigh mistral-thinkingModerate qwen3.6-max-preview-thinkingHigh | Moderate Infrastructure (renovation, rail) has a certain inertia; without a legal target, the trajectory remains undoable by a later majority. intervalle : Limited → Moderate chatgpt-5.5-thinking-extendedModerate claude-opus-4.7Moderate deepseek-expert-thinkingModerate gemini-3-proLimited mistral-thinkingLimited qwen3.6-max-preview-thinkingModerate |