/ A NEW CATEGORY

Living Gastronomic
Intelligence

A continuously-updating, AI-verified knowledge graph of every cooking technique, ingredient, recipe, and food trend humans have ever developed.

Coined and pioneered by Foodgeist · est. 2026-04-13

What it is

Every food platform before this one solved a slice of gastronomy. Static ingredient databases (USDA, Open Food Facts). Recipe APIs with no verification (Spoonacular, Edamam). Flavor compound catalogs with no recipes (FlavorDB, FooDB). Trend-prediction tools with no molecular grounding (Tastewise). The knowledge exists, scattered, and stale.

Living Gastronomic Intelligence is the unification: one knowledge graph where every entry carries its source, license, molecular evidence, and verification tier. Refreshed continuously. Audited by an adversarial agent. Published methodology.

It is not a database. It is not an API. It is not a trend tool. It is the single living graph that all four of those become when you stop building them in isolation.

DEFINITION

living gastronomic intelligence /ˈlɪv.ɪŋ ˌɡæs.trəˈnɒm.ɪk ɪnˈtel.ɪ.dʒəns/

noun. A continuously-updating, AI-verified knowledge graph of food — covering techniques, ingredients, recipes, industrial processes, and trends — with source attribution, molecular grounding, and published verification methodology. Distinct from static food databases by its live refresh; from recipe APIs by its depth; from flavor catalogs by its scope; from trend tools by its verification.

Live numbers, right now

Total entities
129,889
Techniques
2,669
Ingredients
125,261
Recipes
1,228

Refreshed every 30 minutes · Live JSON at /api/health

The four pillars

01

Continuously updating

Ingest pipelines hit USDA, Open Food Facts, Wikipedia, Wikidata, and PubChem every 5–10 minutes. New techniques, new ingredients, new compounds land in the graph the moment they ship upstream.

02

AI-verified, not AI-generated

Every claim passes a 4-layer Cerebrus hierarchy: Scout → Analyst → Synthesizer → Skeptic. The Skeptic is adversarial and its verdict cannot be overruled. A separate Skeptic Agent re-audits random samples every 15 minutes.

03

Sourced, licensed, auditable

Every entry carries its source URL, license, and imported-at timestamp. Methodology is published at /methodology. Audit samples are reproducible via a deterministic seed.

04

Unified graph, not four silos

Techniques link to the ingredients they transform, which link to the compounds responsible for flavor, which link to the trends those compounds drive. One query answers what four APIs can't.

Why the phrase matters

Categories you name, you lead. Stripe named “developer-first payments.” Notion named “all-in-one workspace.” Before those phrases, the companies were harder to describe; after, they owned the noun.

“Living Gastronomic Intelligence” is the noun this category has been missing. It is descriptive (living · gastronomic · intelligence). It is defensible (no competitor does all three). It is ownable (nobody else uses it yet). Use it.

Proof surfaces

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