Project AURIONAI Use-Cases Research & Innovation

Conventions

How the records are read and written: the conventions applied to every record, the gap rules, what is our analysis, and how the directory is edited.

Three Kinds of Statement

Research

A fact from a public source, with the source linked on the record. Most of the directory.

Our Analysis

AURION's own assessment, marked proposed until reviewed. The R&D topic tier grades are the main case.

Silent or Unverified

Shown in this colour: unknown. The notes give no value, or mark it unverified.

Conventions

  • D1
    Country

    A dual label when the HQ country and the founding or parent country differ, HQ first, for example UK / USA.

  • D2
    Release date

    The vendor's public announcement date. Open models also carry the date the weights were published.

  • D3
    Licence

    The licence file governs over registry tags and aggregator labels.

  • D4
    Benchmarks

    Every score is tagged vendor-reported, maintainer-run or independent.

Gap Rules

  • 1
    Rule 1

    A repo with no licence file: the model card plus the publisher's statement, flagged as such.

  • 2
    Rule 2

    An undated announcement: an inferred date, with its basis recorded.

  • 3
    Rule 3

    Every rank records the population it was ranked in.

Open Research Points

  • Gemma 4Release date: Google's release log says 31 Mar 2026; the announcement is 2 Apr 2026.
  • Mistral Large 4Context length: 1M tokens per Mistral, 524k per Artificial Analysis.
  • BoltzWhich city is the formal headquarters.
  • GLM-ASR-NanoWhat the stated 1.5B parameters count.
  • Kimi K3Whether it takes video input.

How the Directory Is Edited

  1. Records are JSON files in the AURION repository.
  2. They are edited through Claude Code, not a form on this site.
  3. Every edit is checked against the schema,
  4. shown on a local copy for review,
  5. and committed with its author and date.