01 · Continuity
Keep what matters.
Approved context can carry forward across conversations. A project decision or a response preference should not need to be explained from scratch.
Masters Labs presents · In development
Build Your AI Institution.
Lykora is being built to give AI continuity and governance: approved context that carries forward, and rules that responses can be checked against.
What is an AI Institution?
A history to build on.
Rules to work by.
Our vision is an AI institution where you decide what should carry forward and how responses should be governed.
02 · Governance
Check what follows.
Adopted rules guide how responses are delivered. A response can be checked, rejected, and corrected when it does not follow those rules.
An institution shaped by your context and your rules.
See the work · Local prototype
Continuity and governance, demonstrated.
Local development prototype using deterministic synthetic responses. No live AI provider is connected.
Silent 64-second demonstration. A written walkthrough is available below.
Read the demonstration walkthrough
The walkthrough follows two examples: carrying approved context into another conversation and correcting a draft that breaks an adopted rule.
- A fictional demo account opens the local prototype.
- The institution holds two approved context items: “This project uses Python” and “I prefer concise responses.” It also has an adopted Sensitive Data Protection Protocol.
- In another conversation, the user asks what language the project uses and how the system should answer. The response says that the project uses Python and it will answer concisely.
- A separate fictional setup prompts a draft that exposes a demonstration password. The adopted rule rejects that draft. The corrected response uses a redacted placeholder and advises storing secrets securely.
- The final view shows the draft check, correction, and validation.
Take part
Three ways to stay close.
Join the Founding Community
Follow the build, share where today’s AI loses context or ignores instructions, and take part in early product discussions on Discord.
Join Discord About the recognition →Get email updates
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Get development updatesSupport the campaign
Help support Lykora’s development. Visit Crowdfundr to explore the campaign and its Sandbox testing reward.
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Development direction
Built deliberately.
A local prototype and a pre-launch community are the starting point. These are the stages we’re working toward, with timing guided by testing and readiness.
- NowLocal prototype and Founding Community
- PlannedPrivate alpha testing by invitation
- After readinessFulfill the Crowdfundr Sandbox rewards, then explore additional paid testing. How future testing is planned →
- Future directionPrivate beta, public release, and workflows for teams
Founder
Joshua Masters
Founder, Masters Labs
“People shouldn’t repeatedly adapt to AI. AI should adapt to people.”
That belief became Lykora — a commitment to build technology that develops a durable understanding of the people it serves.
Write to the team