# Constitutional AI + RLAIF: Anthropic Reçetesinin Open Replication

> Source: https://sukruyusufkaya.com/learn/fine-tuning-cookbook/ftc-constitutional-ai-rlaif-anthropic
> Updated: 2026-08-13T16:07:52.835Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part XI — Alignment & Preference Optimization
**TLDR:** Anthropic Constitutional AI (Bai et al. 2022): AI'in kendi cevaplarını 'principle'lara göre eleştirip iyileştirmesi. RLAIF: AI feedback ile alignment (human yerine LLM judge). Cookbook'ta open replication: principle list, self-critique loop, revised dataset üretimi, RTX 4090'da küçük scale CAI Lab.