AI-synthesized, human-edited. ChefEdit pages are written by GPT-class models from many cited sources, then reviewed by an editor before publishing. How we work →
Method

Source methodology

Every recipe surveys cultural-authority, press, community, and individual sources — then weighs them.

Each ChefEdit recipe surveys 50-100 unique-domain sources, classified into four tiers by authority signal.

Tier 1 — Cultural authority

Government, academic, embassy, UNESCO, and institutional culinary schools. Weighted highest because they carry the strongest claim to "what the dish is."

Tier 2 — Established press

Editorial food media with a byline-and-editor masthead: Serious Eats, Bon Appétit, Saveur, BBC Good Food, Bangkok Post, Nation Thailand, Thai PBS. Strong fact-checking, but more freedom for "spin."

Tier 3 — Community + curation

Forums, recipe-sharing platforms, and Wikipedia: Pantip, Wongnai, Cookpad, Kapook, OpenRice. High-volume signal of what home cooks actually do.

Tier 4 — Individual voices

Personal blogs, food bloggers, family recipe sites. Lowest weight but useful for cross-checking technique consensus.

Why not just Tier 1?

A recipe written entirely from cultural-authority sources is often a museum piece — accurate to a formal tradition but disconnected from how the dish is cooked at home today. Cross-referencing community and individual sources surfaces the variations and short-cuts that real cooks use, and which substitutions actually work.

Why every recipe cites its provenance

If you ever wonder why a recipe says do this rather than do that, the provenance panel tells you what the model read. You can disagree with us, and we won't have hidden the evidence.