About Vested

A real-time knowledge platform for the AI/ML field — news the day it breaks, evergreen reference for the concepts that don't, original research drawn from accumulated coverage, and tools that make the field's economics legible.

What this is

Vested aggregates first-party announcements from AI labs, research preprints, regulatory filings, and the work of independent voices. It clusters parallel coverage of a single event so the front page reads like a curator's desk, not a press-release feed. Layered on top: a glossary that defines every term you'd hit, beginner's guides, comparisons, and decision tools.

Who it's for

Practitioners (researchers, engineers, product builders), decision-makers (founders, executives, policy people), and serious students. Skim-friendly when you have ten minutes; deep when you want it.

What's different

Two things. First, the editorial discipline: every story links back to its source prominently, AI-generated summaries are explicitly grounded in those sources, and analysis is marked separately from fact reporting. Second, the architecture: the same engine that powers the front page also generates the reference layer, which keeps the two pegged to each other — the glossary cross-links into every story that uses a term.

How to use it

Read the front page for the day's signal. Subscribe to the daily digest if you'd rather have it delivered. Search for a term? The glossary is exhaustive. Comparing models? The tools section has live comparisons.

Who runs it

Vested is operated by Auva Labs FZE. The operating entity is identified on /privacy and /terms. Editorial methodology is documented at /methodology — including the AI tools we use, how we ground summaries, and what we won't do.