Caesar improves creative synthesis by 13-23% over prior deep research agents by using context-aware web traversal to build a knowledge graph and adversarial refinement to seek novel perspectives.
Total Gemini 3 (Deep) 3.78 5.22 3.78 12.78 Sonnet 4.5 (Shallow) 3.89 4.56 3.67 12.12 Gemini 3 (Shallow) 2.33 3.11 2.00 7.44
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Caesar: Deep Agentic Web Exploration for Creative Answer Synthesis
Caesar improves creative synthesis by 13-23% over prior deep research agents by using context-aware web traversal to build a knowledge graph and adversarial refinement to seek novel perspectives.