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SuanNi
SuanNi
Mar 12, 2026 · Artificial Intelligence

How OpenClaw‑RL Turns Everyday Interactions into Self‑Evolving AI

OpenClaw‑RL, a new reinforcement‑learning framework from Princeton, captures hidden evaluative and instructional signals in daily user interactions, converts them into real‑time training data, and uses a decoupled asynchronous architecture with binary RL and online policy distillation to achieve superior performance in both personal‑device and cloud‑scale scenarios.

AI FeedbackAsynchronous ArchitectureOnline Distillation
0 likes · 10 min read
How OpenClaw‑RL Turns Everyday Interactions into Self‑Evolving AI
Bighead's Algorithm Notes
Bighead's Algorithm Notes
Sep 11, 2025 · Artificial Intelligence

Fin-PRM: Alibaba’s Dianjin Team Introduces a Domain-Specific Process Reward Model for Financial Reasoning

Fin‑PRM, a domain‑specific process reward model for financial reasoning introduced by Alibaba’s Dianjin team, employs dual‑level step and trajectory rewards to provide fine‑grained supervision, achieving up to 12.9% accuracy gains in supervised fine‑tuning and 5.1% improvements in Best‑of‑N inference on benchmarks such as CFLUE and FinQA.

CFLUEFin-PRMFinQA
0 likes · 11 min read
Fin-PRM: Alibaba’s Dianjin Team Introduces a Domain-Specific Process Reward Model for Financial Reasoning