Open, classroom-first AI tools — built to teach, not just to chat.
We’re developing AthenaV4, an LLM-driven tutoring and learning interface designed for classrooms: independent workspaces for each student, teacher-friendly oversight, and continual improvement as models evolve. Alongside education, we publish creative work — including Vault of Echoes, a puzzle-book codex and a living narrative project.
What you’ll find here
A clean landing page that redirects to AthenaV4, plus a dedicated section for Vault of Echoes. Built as a static site for fast, reliable Netlify deployment.
/ → Landing page (this) /athenav4 → Redirect to AthenaV4 host /vault-of-echoes → Book hub + PDF access
Tip: If AthenaV4 is offline, the link will still take you to the configured destination (update in netlify.toml / _redirects).
Mission
Build open tools that bring LLMs into learning environments responsibly — with interfaces that make teachers stronger, students more independent, and classrooms more adaptive.
Open-sourcing LLM usage for all
We want the benefits of LLMs to be broadly accessible — not locked behind expensive platforms. That means transparent design, exportable work, and clear UX that works on real school hardware.
- Portable learning artifacts (export, replay, share)
- Clear safety boundaries (age-appropriate modes)
- Open-by-default building blocks
Classroom-first interface design
The classroom is not a single-user chat box. We’re building for many students at once — with individualized workspaces, teacher visibility, and structure that encourages real thinking.
- Independent UI for each student
- Tailored LLM tutor for each class/unit
- Continuous iteration as models & curricula evolve
Human learning, improved
We want AI to enhance comprehension, practice, and curiosity — not replace effort. Our north star: students leave with stronger reasoning and clearer writing, not just answers.
Creative intelligence
We also explore how AI can support deep creative worlds: puzzle codices, lore systems, and an epic narrative continually written by an autonomous agent.
AthenaV4
AthenaV4 is our flagship learning interface — a foundation for classroom tutoring, structured practice, and UI that adapts to each student. This landing page is designed to redirect to the live AthenaV4 host.
What AthenaV4 aims to do
- Per-student workspaces with clear context boundaries
- Class-level tutoring tailored to the unit (not generic chat)
- UI that promotes thinking (steps, hints, checks, reflections)
- Teacher visibility without turning it into surveillance
If you move AthenaV4 to a new host (Cloudflare Tunnel, portal server, etc.), update the redirect target once and keep your public URL stable.
Redirect design
This site uses Netlify redirects so the clean URL /athenav4 can forward to wherever AthenaV4 is hosted.
You can also keep old links like /AthenaV4 working.
/athenav4 → https://athenav4.neohmlabs.com /AthenaV4 → https://athenav4.neohmlabs.com
(Edit the destination in netlify.toml or _redirects.)
The goal is a simple public entry point — and a powerful learning interface behind it.
Vault of Echoes
A puzzle-book codex and creative universe. We’re keeping the name for now (with clarifying design and lore), and we’ll continue refining the series identity over time.
Book hub
The site includes a dedicated hub page for the book, with a short URL and a longer direct PDF path. The hub is the “front door”; the longer PDF path is for direct access and sharing.
Note: “Vault of Echoes” may share a name with other works. This project is independently created at Neohm Labs. If needed, we’ll apply consistent subtitle/series branding (e.g., “Vault of Echoes: Codex”) to disambiguate.
Puzzles, lore, and rigorous reasoning
A series built around “corridors” — each one a different lens on logic, patterns, and structure.
“A lore-infused puzzle codex for rigorous reasoning.”
— Vault of Echoes, Volume I
Narrative AI
Beyond tools and textbooks: a long-form epic continually written by an autonomous agent — a living story-world that can grow chapter by chapter, adapt to new arcs, and weave in puzzle-lore like a codex.
The idea
A narrative engine that keeps writing — not as a one-off prompt, but as an evolving canon with rules: continuity checks, character memory, thematic constraints, and “echoes” that recur over time.
Why it matters
Story is a training ground: for imagination, inference, and the kind of long-horizon reasoning many systems struggle with. We want to explore what “creative intelligence” can mean when it has memory and structure.
Open source & community
We intend to publish components, interfaces, and research notes as the project matures — so others can build on it, audit it, and adapt it for their own classrooms.
What we plan to open
- UI components for classroom workflows
- Prompting patterns for tutoring + rubric feedback
- Evaluation harnesses (learning outcomes, not vibes)
Add your GitHub/org links in index.html once ready.
Principles
Build for the constraints schools actually have: privacy, bandwidth, device limitations, and teacher time. Make the UI calm, legible, and predictable.
Contact
Want to collaborate, pilot AthenaV4 in a classroom, or discuss the Vault of Echoes series? Send a note.
Message
Direct
Email is the simplest path. You can also add your social links here.
Suggested setup:
• Root domain (neohmlabs.com) → Netlify (this site)
• App subdomain (athenav4.neohmlabs.com) → your Cloudflare Tunnel / portal server
• Keep clean links via redirects
Netlify redirects you can edit: - /athenav4 → Athena host - /AthenaV4 → Athena host - /vault → /vault-of-echoes