Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
2Distinct papers
9Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
3419172
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Fiodar Kazhamiaka (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Productivity: 2 papers
Claim outcomes
- Organizational Efficiency: 2 papers
- Adoption Rate: 1 paper
- Other: 1 paper
- Fiscal And Macroeconomic: 1 paper
- Output Quality: 1 paper
Papers in the Semantic Scholar view
Latest stored Semantic Scholar author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| Per-query configuration selection slashes retrieval-agent serving costs without losing accuracy: BRANE picks pipeline settings at query time using LLM-derived features and lightweight predictors, matching top static configurations while reducing cost by up to 89% and outperforming routing and rule-based baselines.arxiv | Fiodar Kazhamiaka provider id |
2026-05-26 | 0 |
| Rising AI rack power densities risk 'stranding' datacenter power — installed megawatts can vastly overstate usable capacity. Simulations using Azure data show multi-resource stranding cuts deployable capacity and inflates effective capital costs, so long-run planning must prioritize deployable capacity across generations, not simply installed power.arxiv | Fiodar Kazhamiaka provider id |
2026-05-15 | 0 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 0 cumulative citations. This is a coverage summary, not an author score or h-index.