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LatestExploring Agentic Research Through Large Language Models
Auric

Auric Projects

Focused initiatives with a defined job to do

Auric projects are narrow, semi-independent efforts. Each one exists to solve a specific problem, develop a capability, or enable a division.

4
Total Projects
2
Current
4
Internal
Our Approach

How we evaluate every project

Bounded Mandate

Narrow scope, clear purpose

A project is designed around a specific problem or enabling capability, with a mandate that can be explained and evaluated.

Semi-Independent

Small enough to move fast

Projects sit outside the full weight of a division: focused efforts that can ship, iterate, or retire without reorganizing the company.

Measurable Outcome

Outcomes over optics

Temporary or ongoing, internal or public, every initiative is evaluated by what it changes for Auric and the people downstream.

What This Work Has Done

The outcomes, without the names attached

Every project, internal or public, is measured by what it changes downstream. A few of the results so far:

01

Precise, deep-internet research sourcing knowledge rapidly, so meaningful research can reach and benefit more people sooner.

02

Keeps Auric's public-facing work stable and secure, so the projects and pillars built on top of it can reach the world reliably.

03

Makes AI-assisted answers more accurate and trustworthy, raising the quality of every tool and project built on top of them.

04

Keeps AI knowledge current rather than frozen at a training cutoff, so people get answers that reflect the world as it actually is right now.

Project Catalog

4 of 4 projects

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CoResearch Agent

In DevelopmentInternal

LLM-powered agent for deep web research.

Deep Refine

DeprecatedInternal

Iterative, multi-model response enhancement pipeline.

Luna LDIE 1

DeprecatedInternal

Live Data Instruction Engine with chain-of-thought processing.

Solara

ActiveInternal

Proprietary microservice management software for Auric.