ERAIS technical claim
research.native_adapter_numerical_trainability.v1
Has a training step updated the new modules?
Evidence maturity: BlockedSource-pinned record
Reviewed · neuroforge-io/erais
The wording and state below belong to this source snapshot. Related current context is separate from the recorded claim.
Approved wording · 12 July 2026
What the record says.
A bounded one-step diagnostic established finite native ERAIS adapter updates.
Required evidence
- Resumable checkpoint lineage, sustained multi-step curves, held-out quality, replicated seeds, graceful stop/resume, and resource closure.
Do not infer
- Do not infer convergence, native model quality, learning efficiency, full-weight viability, or production training readiness.
Continue in context
Related work.
Explore the current context. It does not update this recorded claim.
Inspect the training evidenceRead the state together with its scope and evidence requirements. Commercial availability and technical maturity are separate decisions.
Return to the complete register