inbox/queue/2025-03-00-venturebeat-multi-agent-paradox-scaling.md

@@ -7,10 +7,6 @@ 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
@@ -26,8 +22,4 @@ 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.
-
-## 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
+Both enrichments create productive tension rather than simple confirmation.