Phase 3 — Ecosystem Maturity & Alignment Classifiers
Goal
Mature Aurelius into an enterprise-ready alignment platform with expanded product offerings, advanced evaluation capabilities, and integrated Aurelius-native alignment classifiers.
What is happening
With agent-based mining established, Aurelius grows into a full alignment ecosystem. The evaluation pipeline expands to include multiple moderation tools, LLM-as-judge scoring, and in-house trained Aurelius classifiers. The sales portal enables bespoke datasets, targeted evaluations, and full model audits. Public leaderboards track model performance across diverse alignment dimensions.
Why it matters
Aurelius becomes more flexible, more intelligent, and better aligned with real research and enterprise demands. This is the phase where Aurelius begins to compete directly with centralized incumbents by offering superior alignment products grounded in transparent, decentralized evaluation.
Unlocks:
Higher-Tier Clientele
Increased data quality and classifier sophistication unlock new customer profiles and higher-value use cases.
Use-Cases: fine-tuning, benchmarking, auditing, safety evaluations
Customers: frontier model developers, large SaaS platforms, government and regulatory bodies.
Alignment Leaderboard
With expanded model coverage and richer evaluation signals, Aurelius constructs a public alignment leaderboard, comparing model safety performance over time across multiple dimensions and evaluation types.
Value Accrual
Revenue
Custom datasets and safety audits unlock high-value enterprise contracts.
Richer evaluators increase the pricing power and differentiation of Aurelius data and services.
Subscriptions to evaluations, benchmarks, and leaderboards create recurring revenue.
Expanded evaluator capabilities support premium, compliance-grade product tiers for regulated industries.
Alpha Token
Growing revenue streams increase Alpha’s utility via access rights and increased token buybacks.
As product demand grows, our Alpha token becomes the currency of decentralized AI alignment, anchoring economic flows across the Aurelius platform, and sets the stage for Alpha Token governance (The Tribunate) in Phase 4.
Subnet Ecosystem
Broader customer demand diversifies incoming data and strengthens Aurelius-native classifiers.
Revenue allocated to funds alignment researchers, domain experts, and peer-reviewed studies.