ERAIS technical claim
research.sparse_attention_quality.v1
Does sparse attention preserve quality?
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-attention quality remains under evaluation.
Required evidence
- Fix candidate budgeting, verify anchor and landmark participation, run matched long-context tasks and general benchmarks, and close latency, memory, and quality statistics.
Do not infer
- Do not infer long-range retention from selector names or theoretical sparsity.
Continue in context
Related work.
Explore the current context. It does not update this recorded claim.
Inspect the quality gatesRead the state together with its scope and evidence requirements. Commercial availability and technical maturity are separate decisions.
Return to the complete register