Oscilon Community

Oscilon is an early-stage research project focused on building Evolutionary Adaptive Intelligence (EAI)—a deterministic, efficient, and reliable approach to AI through targeted evolutionary computing. As we are currently in a controlled research preview, community engagement is curated to ensure focused, high-impact collaboration on healthcare and edge computing applications.

Get involved

We welcome researchers and contributors who share our goal of advancing deterministic AI. Participation begins with access approval—academic affiliation is not required; any solid proof of ongoing research (e.g., project description, prototypes, publications, or verifiable contributions) is sufficient.

Request Access

Submit your research proposal via osclion.ai/request-access to join the approved researcher community and gain access to the private Bitbucket repository, detailed documentation, and preview builds.

Private Collaboration Hub (Approved Researchers Only)

Bitbucket Repository: Primary location for source code, issues, feature requests, and pull requests. Approved researchers collaborate directly here on sparse mutation strategies, accelerator backends, and healthcare/edge benchmarks.
Issue Tracker: Report bugs, suggest enhancements, or discuss implementation details related to deterministic fitness thresholding, node targeting, or hardware integration (AMD GPUs, Apple Metal, Zynq™ MPSoCs).
Discussions: Use repository discussions for technical questions, sharing benchmarks, and proposing new mutation or convergence techniques.

Contribute

We strongly encourage contributions that strengthen determinism and efficiency in high-stakes domains.

Follow the Contributor Guide (available in the private repository post-approval).
All code contributions must maintain the project’s focus on sparse, targeted operations and deterministic guarantees.

Bugs and feature requests

File issues directly in the private Bitbucket repository (accessible post-approval). Please include healthcare or edge-specific context when relevant to help prioritize development.

Stay informed

Oscilon Announcements

Approved researchers are automatically added to a low-volume announcement list for preview updates, security notices, and roadmap changes.

Research Blog (coming soon)

Updates from the core team and approved contributors on EAI advancements, benchmark results, and real-world healthcare/edge deployments.

Contact

For access requests or general inquiries: [email protected]

As Oscilon matures with researcher feedback, we plan to expand public community channels—including forums, local groups, and open RFC processes—while preserving a focused environment for developing reliable, deterministic AI.