Soevereinemodellen,reasoning-onderzoekeneenopenecosysteem.
Labs is waar NeuroCluster eigen modellen bouwt — geen wrappers om die van een ander. Supernova reasoning-onderzoek, publieke benchmarks en open tooling, op één pagina.
Frontierreasoning-onderzoek.
Supernova duwt reasoning vooruit — efficiënt, verifieerbaar en benchmark-gedreven. Labs brengt dat onderzoek naar bestuurde productiesystemen.
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
Frontierreasoning-systemenvoorsoevereineAI.
Supernova is de researchziel van NeuroCluster — benchmark-gedreven, anti-hype, en gericht op efficiënte, verifieerbare reasoning die enterprises op soevereine infrastructuur kunnen deployen.
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.
Eenactief,reproduceerbaarecosysteem.
Open benchmarks, governance tooling en platform components — met publieke eval harnesses, experiment logs en reproduceerbare 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.
Europeseresearch&scale-up
Labs is verankerd in het Europese AI-ecosysteem — EuroHPC-compute, universitaire samenwerkingen en grant-gefinancierde onderzoeksprogramma's.