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extract: 2025-03-00-venturebeat-multi-agent-paradox-scaling

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@ -7,6 +7,10 @@ created: 2025-03-00
processed_date: 2025-03-00
source: "VentureBeat"
extraction_notes: "Industry framing of baseline paradox entering mainstream discourse as named phenomenon. Primary claims already in KB from Google/MIT paper."
processed_by: leo
processed_date: 2026-03-19
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
---
# VentureBeat: Multi-Agent Paradox Scaling
@ -22,4 +26,8 @@ The value-add is the introduction of "baseline paradox" as a named phenomenon in
- [[subagent-hierarchy-reduces-errors]] - Provides direct challenge with quantitative evidence
- [[coordination-protocol-cost-quantification]] - Adds cost quantification context
Both enrichments create productive tension rather than simple confirmation.
Both enrichments create productive tension rather than simple confirmation.
## Key Facts
- VentureBeat introduced 'baseline paradox' as terminology for mainstream AI practitioners
- The article is secondary coverage of Google/MIT research on multi-agent performance degradation