Sovereign models, reasoning research, and an open ecosystem.
Labs is where NeuroCluster builds its own models — not wrappers around someone else's. Supernova reasoning research, public benchmarks, open tooling, and the products built on the platform, all on one page.
Frontier reasoning and a Dutch language foundation.
Supernova pushes reasoning at the frontier. Geitje 2 grounds language, context, and Dutch-market understanding. Labs connects both into governed, production-grade systems.
Supernova
Efficient, verifiable reasoning systems.
Post-transformer architectures focused on efficiency, verifiability, and benchmark-led claims — reasoning you can inspect, evaluate, and deploy under European governance requirements.
- Verifier-based training and neuro-symbolic hybrids
- Benchmark-first: ARC-AGI, theorem proving, planning
- Designed for sovereign deployment
Geitje 2
Built for the Netherlands. Powered by agentic AI.
Our Dutch language foundation — the preprocessor layer that understands Dutch language, local context, and business workflows better than generic models.
- Dutch-first language, idioms, and domain context
- Sits upstream of tools and agents
- Sovereign deployment path — no foreign APIs by default
Frontier reasoning systems for sovereign AI.
Supernova is the research soul of NeuroCluster — benchmark-led, anti-hype, and focused on efficient, verifiable reasoning that enterprises can deploy on sovereign infrastructure.
Hierarchical Reasoning
Multi-step inference architectures that decompose complex problems into verifiable stages.
Verifiable AI
Reasoning traces, formal verification, and theorem-proving experiments with Lean.
Agentic Systems
Multi-agent coordination with governance boundaries and auditable tool execution.
Memory Systems
Persistent context, retrieval-augmented reasoning, and long-horizon task memory.
AI Governance
Policy-aware research aligned with enterprise deployment and EU regulatory requirements.
Efficient Inference
Sample efficiency, compute budgets, and energy-per-correct-answer metrics.
Supernova Whitepaper v0.1
Post-transformer reasoning research — problem statement, hypothesis, and benchmark strategy.
Sovereign AI Manifesto
Why European organisations need sovereign infrastructure, verifiable reasoning, and governance.
Benchmark Methodology
Reproducible evaluation harness for ARC-AGI, planning, and theorem-proving tasks.
v0 Research
2024–2025Architecture exploration, thesis formulation, initial ARC-AGI baselines.
Benchmark Phase
2025Public leaderboard submissions, reproducible eval harness open-sourced.
Memory Systems
2025–2026Long-horizon context, retrieval integration, agent memory primitives.
Reasoning Engine
2026Hierarchical and latent reasoning models with verifier-based training.
Multi-Agent Orchestration
2026+Governed multi-agent mesh integrated with enterprise platform runtime.
An active, reproducible ecosystem.
Open benchmarks, governance tooling, and platform components — with public eval harnesses, experiment logs, and reproducible research artifacts.
12+
Open repositories
4
Benchmark suites
3
Research papers
24+
Contributors
supernova-core
Core reasoning research components and evaluation harnesses.
supernova-benchmarks
Reproducible benchmark suite for ARC-AGI, planning, and theorem proving.
neurocluster-platform
Platform SDK, deployment tooling, and integration patterns.
neurocluster-governance
Policy definitions, OPA rules, and evidence pack schemas.
Products built on the platform.
Sidecar products running on NeuroCluster platform services — proof the platform ships, not just slides.
European research & scale-up
Labs is embedded in the European AI ecosystem — EuroHPC compute, university partnerships, and grant-funded research programmes.