Frequently Asked Questions

The Viral Learning Propagation Engine (VLPE) is our proprietary content governance technology. In addition to mapping how knowledge spreads, the VLPE acts as a quality gatekeeper that launches preemptive strikes against low-quality content to keep the platform clean, high-fidelity, and verified.

Evolution is the process of taking an existing foundational concept (like a learning script or an image) and using our AI studios to transform it into a new experience. You aren't just learning—you're actively building upon the knowledge of others.

All original and evolved content created on Liatta remains the property of its respective creators. However, to support the engine's tracking and maximize collaborative learning, Liatta maintains a non-exclusive license to host, display, and permit evolution of that content within the Liatta ecosystem.

Liatta offers free access to its core features, allowing users to browse listings, explore the learning feed, and participate in basic learning paths. However, advanced capabilities—such as utilizing our AI studios (Liatta Image) and generating content—require AI Credits, which are part of our paid plans. For a complete breakdown of available tiers, check out our Pricing Page.

You can purchase credit packs or subscribe to one of our premium tiers to receive monthly recurring credits.

Liatta supports three primary roles: Learners (who explore the feed, try on assets, and complete modules), AI Creators (who author and derive new educational materials), and Businesses (who list innovative problem-solving products, tactile wearables, and future-forward experiences).