proof blockPage 668%
This equation captures one of the core mathematical components of the system. these three signals. Hence, the state space Ω= {a, b, c, d, e, f, g, h} consists of 8 states, shown
Information Aggregation with AI Agents explores AI agents in prediction markets show potential for information aggregation but struggle with complex information structures and reasoning about others' knowledge.. Commercial viability score: 5/10 in AI Agents.
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Page Freshness
Canonical route: /paper/information-aggregation-with-ai-agents
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID information-aggregation-with-ai-agents | Route /paper/information-aggregation-with-ai-agents
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{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.20050"
}
}source_context
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"mode": "paper",
"query": "Information Aggregation with AI Agents",
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"paper_ref": "information-aggregation-with-ai-agents",
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}Paper proof page receipt window
/buildability/information-aggregation-with-ai-agents
Subject: Information Aggregation with AI Agents
Verdict
Watch
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Insufficient data
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Dimensions overall score 5.0
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This equation captures one of the core mathematical components of the system. these three signals. Hence, the state space Ω= {a, b, c, d, e, f, g, h} consists of 8 states, shown
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Receipt path
/buildability/information-aggregation-with-ai-agents
Paper ref
information-aggregation-with-ai-agents
arXiv id
2604.20050
Generated at
2026-04-23T05:09:59.936Z
Evidence freshness
fresh
Last verification
2026-04-23T05:09:59.936Z
Sources
3
References
0
Coverage
50%
Lineage hash
bff8b8fd1e538693931a83305e35de84adfc3cc856a459424e9c180b7c9b71b5
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 3 sources / Verification pending
repo_url
references
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This equation captures one of the core mathematical components of the system. The liquidity parameter (we use β = 0.01) determines how quickly the price of X changes when a trader
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. the predicted probability is bounded, p ∈[ϵ, 1 −ϵ], ϵ = 10−15, to avoid having an infinite log error.
Page and bbox are available; crop image is pending.
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