Research Preview v0.3 Reference Path: Simulation-Backed Physical Backends: Research Targets

Contact / Contribute

The most valuable contributions are the ones that test the claims.

SymLan is a research preview. The most useful work right now is independent review, reproducibility, parser/runtime experiments, and careful critique of the claims ladder.

Highest Priority

Reproduce The Simulations

Run the reference scripts when published, compare outputs, and report discrepancies. Independent confirmation matters as much as refutation.

Write Hostile Reviews

Read the Research Preview and Claims Ledger. Identify overclaims, missing controls, weak terminology, or unsupported leaps.

Critique The Grammar

Focus on declared/pending/resolved semantics, failure modes, and what a compiler could actually enforce.

Technical Contributions

Implement A Parser / Runtime

A minimal parser that enforces pending/resolved usage would be a major contribution.

Implement PiAPlus Independently

An independent implementation exposes hidden assumptions in the reference path.

Test Other Attractor Systems

Boltzmann machines, continuous-time recurrent networks, spin-glass simulators, or other attractor systems may reveal where the readout does and does not generalize.

Physical Substrate Feedback

If you work with chemical oscillators, VO2 devices, photonic systems, or related physical substrates, the project needs feedback on what a realistic HAL could observe, calibrate, and validate. Physical parity is not assumed.

GitHub

RepositoryContentsStatus
symlan-com Website, research preview, public framing Active
construction-a-plus Reference implementation, tests, reproducibility scripts Planned
symvoc Vocabulary/glyph file format, token/replay schema Planned

Contact

For research collaboration, physical-substrate feedback, or commercial licensing: persistentiterations@gmail.com

For bug reports, grammar critiques, and reproducibility issues: open a GitHub issue.

On X: @synaptient