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 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.