ERAIS technical claim
commercial.sparse_inference_cost_reduction.v1
Has sparse inference reduced serving costs?
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.
Sparse inference cost reduction remains unmeasured.
Required evidence
- Matched quality first, then wall-clock latency, throughput, memory traffic, resident memory, compute, and cost on declared hardware with repetitions and uncertainty.
Do not infer
- Do not convert K ratios or active-parameter ratios directly into speed, cost, or compute savings.
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