Post🧪 Phase #5 Recap – Scaling Toward Testnet Readiness

🧪 Phase #5 Recap – Scaling Toward Testnet Readiness Phase #5 pushed Cortensor through its most advanced testing so far, focusing on SLA-driven routing, validator scoring, memory-aware orchestration, and ecosystem stress. 🔹 SLA-Based Node Assignment (v1) - Session creation now supports SLA tiers (Low / Medium / High) - NodePool selects based on Node Level with fallback logic - More refinement done during live testing to improve routing fairness 🔹 Validator v1 + Node Level Runtime - Validator tracked task success/failure across nodes - Upgrade/downgrade logic applied after 10+ results - Improved scoring precision and SLA enforcement under load 🔹 CognitiveLevel – Adaptive Node Categorization - Miner-side logic categorized nodes by runtime performance - Validator-side SLA enforcement validated routing decisions - Early foundation for recursive inference and smarter orchestration 🔹 SessionPayment – Tightly Coupled Flow - Loosely coupled, event-driven payouts validated and stable in Phase #5 - Tightly coupled Session ↔ SessionPayment integration completed - First end-to-end payments executed directly between modules - Further testing planned during Phase #6, including delta calculations for charging extra features 🔹 Dual Testnet Setup - Testnet-0 (Arbitrum Sepolia): full-stack task pipeline validated - Testnet-1 (L3 COR Rollup): ~100 miners live, L3 stress tests stable 🔹 User Task Mode Flexibility - Dedicated Nodes: supported multi-model setups (e.g., LLaMA 3.1, DeepSeek-R1) - Ephemeral Nodes: longer reservations + model switching tested 🔹 NodeSpec Memory Index - Rolled out across environments, classifying nodes by system/GPU VRAM - Enables memory-aware task routing by matching sessions to nodes that can actually load the required model - Will be fully activated in Phase #6 / DevNet7 🔹 Hackathon #1 - Ran in parallel with Phase #5 - Builders delivered live apps: AI assistants, market/sentiment bots, decentralized oracles, Telegram bots, and more - Entries showcased how Cortensor infra supports real-world decentralized inference 🔹 UX + Dashboard Updates - Session creation flow updated with SLA configs - Node stats, L3 interaction, and memory index visibility added 📊 Stats: https://dashboard-devnet6.cortensor.network/stats/heatmap/rank/table 👉 Phase #5 tightened SLA routing, validated memory-aware orchestration, and advanced SessionPayment into tightly coupled mode - all while fostering ecosystem apps via Hackathon #1. With DevNet7 prepped, we now move into Phase #6: the final development phase before Testnet. https://x.com/cortensor/status/1962103740699398493 https://farcaster.xyz/cortensor/0xc41e7970