Build intelligence.Expand possibility.

Advancing artificial intelligence, education, and the frontier of human knowledge.

We research, build, and share tools that help people understand more—and do more with what they know.

Explore our work
A study overlooking misty mountains at sunrise, with an open notebook and a brass desk lamp.
A wider horizon for human ingenuity.Independent thinking. Tangible work.

Ideas, made tangible.

From fundamental questions to tools you can use.
Explore a few things taking shape at the Forge.

AI research · Experimental

ANVIL

Exploring more efficient ways for AI agents to exchange structured information without losing meaning or control.

Research tools

Science Forge

Connecting sources, questions, and evidence to support better research.

Applied AI

Private AI tools

Domain-specific dashboards and local-first workflows, built around the people using them.

Our approach

Curiosity, with
the discipline
to build.

  1. Ask better questions

    Start with a problem worth understanding. Follow the evidence, including what does not work.

  2. Build for people

    Keep sources, limits, and human judgment visible. Make complex work easier to understand.

  3. Share what opens doors

    Use educational projects and selected open-source work to make ideas accessible through experience.

About Titans Forge

An independent company with a wide field of view.

Founded by Justinian Capone, Titans Forge brings AI research, practical tools, and educational experiences under one roof.

Meet the founder (opens in a new tab)

What could we
build together?

Bring a research question, a learning idea, or a workflow that deserves better tools.

justiniancapone@titansforge.tech

AI research · Experimental

ANVIL

Can AI exchange less information without losing what matters?

ANVIL explores compact, structured representations for agent work. The aim is to reduce repeated information while preserving meaning, evidence requirements, and the boundaries of what an agent may do.

Our research tests whether those representations can be decoded exactly and remain useful across different workflows.

Research in progress

ANVIL is experimental. This overview describes the research direction, not a production release or a general performance claim.

Research tools · In development

Science Forge

Keep the question connected to the evidence.

Science Forge brings source material, research questions, and evidence into a more inspectable workflow. Its purpose is to help people explore connections, examine claims, and decide what to investigate next.

We distinguish observations from hypotheses and keep uncertainty visible. Generated analysis is a starting point for review, not a substitute for validation.

Let's make something useful

Start a conversation.

Tell us what you want to understand, build, or teach.

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Or email justiniancapone@titansforge.tech

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The horizon and ANVIL sculpture are illustrative artwork. The Shiloh image shows actual Titans of War gameplay.

Questions: justiniancapone@titansforge.tech