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Exa AI · Bedrock Llama 3.1 · Bedrock DeepSeek

Triangulate Truth Across Competing Perspectives

Deep multi-perspective search: retrieves 10 baseline sources, isolates 5 stakeholder groups via Llama 3.1, pulls 50 perspective-focused sources, and synthesizes consensus vs. contention with DeepSeek.

Initializing deep search pipeline...
0.0s
Phase 1
Exa Discovery
Pulling top 10 search results
Phase 2
Llama 3.1 Perspectives
Extracting 4 viewpoints + 1 lesser
Phase 3
Multi-Source Ingestion
Pulling 10 sources per perspective (50 total)
Phase 4
DeepSeek Synthesis
Mapping 5 agreement categories
[System] Engine initialized. Ready to execute epistemic triangulation.
⚡ Instant Cache Hit Retrieved verified epistemic ledger from AWS Epistemic Cache in ~15ms (0 Bedrock tokens burned).

Synthesized Topic Title

0 Sources Triangulated 5 Perspectives Analyzed 0s

Analytical overview of epistemic consensus across the triangulated corpus.

Consensus

90% – 100% Source Agreement

Facts, empirical findings, or foundational claims affirmed by 90–100% of all sources and expressed in mutually aligned terms.

Mostly Settled

70% – 90% Source Agreement

Strong majority consensus where 70–90% of sources agree, with slight variance in secondary mechanisms or caveats.

Points of Contention

< 70% Agreement / Fragmented

Areas where source consensus drops below 70%, reflecting fragmented evidence, methodological splits, or divergent priorities.

Individual Perspectives

4 Stakeholders + 1 Lesser Relevant

Claims, priorities, or positive propositions championed exclusively by a single stakeholder perspective.

Unsettled / Disputed Clashes

Actively Contested Across Multiple Sides

Crux questions where multiple perspectives actively dispute, contradict, or reject each other's interpretations.

Corpus Source Ledger

0 Total Documents