ERAIS technical claim
research.dynamic_expert_count_policy.v1
Can the number of active experts change?
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.
ERAIS implements a deterministic expert-count policy with exact fallback.
Required evidence
- Fresh trace-derived adapters, calibration bounds, disjoint validation and holdout closure, then matched runtime quality and performance evidence.
Do not infer
- Do not describe the policy as calibrated, quality-preserving, faster, or cheaper on real Qwen.
Continue in context
Related work.
Explore the current context. It does not update this recorded claim.
Explore the architectureRead the state together with its scope and evidence requirements. Commercial availability and technical maturity are separate decisions.
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