Request Access to Oscilon

Oscilon is currently in a controlled research preview and is available exclusively to approved researchers working on high-stakes, mission-critical applications—particularly in security, telecommunications, pure and applied sciences, defense domains such as secure data fusion, real-time threat classification, and edge-deployed deterministic AI.

We grant access based on the strength and legitimacy of your proposed research use case.

Academic affiliation is not required. Any solid proof of ongoing research is sufficient, including:

Detailed project description or proposal
Prototypes, code samples, or early results
Publications, technical reports, or verifiable contributions
Clear explanation of how Oscilon (EAI / targeted evolutionary computing) will be used in your work

Why Request Access?

Upon approval you will receive:

Private Bitbucket repository access (source code, headers, examples)
Latest preview builds (currently v1.6)
Detailed API documentation and Doxygen-style reference
Healthcare/security-focused benchmark datasets (synthetic TDL scenarios, noisy link messages, etc.)
Low-volume announcement list for updates, roadmap changes, and security notices
Direct collaboration channel for sharing benchmarks, proposing mutation strategies, and discussing TDL-specific optimizations

What We Expect from Approved Researchers

Respect the research preview license and non-disclosure terms
Share relevant benchmarks, profiling results, or mutation insights via Bitbucket issues/pull requests
Focus contributions on improving determinism, efficiency, and reliability in defense/edge scenarios
Report any security concerns or potential vulnerabilities to [email protected]

How to Request Access

Please submit your request via the form below or by emailing [email protected] with the subject line: “Oscilon Research Preview Access Request – [Your Name / Project Short Name]”

Required information (include in email):

Full name
Affiliation / Organization (if applicable)
Email address (professional / institutional preferred)
Brief bio or background (1–3 sentences)
Project title or focus area
Detailed description of your research use case (what problem are you solving? how will Oscilon help?)
Why deterministic / targeted evolutionary AI is relevant to your work (especially TDL / defense applications)
Any supporting materials (links to papers, GitHub repos, prototypes, etc.)
Hardware targets of interest (AMD GPUs, Nvidia GPUs, Apple Metal, Zynq™ MPSoCs, etc.)

We review requests within 5–7 business days and respond directly via email. Approved researchers receive immediate repository invitation and setup instructions.

Security Note

All access is governed by our security model (see Using Oscilon Securely). Shared models, checkpoints, and datasets should be treated as potentially untrusted and loaded in isolated environments.

Questions?

Email: [email protected]

For security-related inquiries: [email protected]

Thank you for your interest in building reliable, deterministic AI for defense and security applications.