This equation captures one of the core mathematical components of the system. each item is sold in an independent auction. Each agent has a private function vi : [0, 1]m →R≥
Page and bbox are available; crop image is pending.
Efficiency of Proportional Mechanisms in Online Auto-Bidding Advertising explores This paper analyzes the efficiency of proportional mechanisms in online advertising auto-bidding, proposing a modified mechanism with improved price of anarchy bounds. in Algorithmic Game Theory.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertising
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertising | Route /paper/efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertising
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertisingMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.12799"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Efficiency of Proportional Mechanisms in Online Auto-Bidding Advertising",
"normalized_query": "2604.12799",
"route": "/paper/efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertising",
"paper_ref": "efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertising",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertising
Subject: Efficiency of Proportional Mechanisms in Online Auto-Bidding Advertising
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 0.0
No public claim map is available for this paper yet.
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. each item is sold in an independent auction. Each agent has a private function vi : [0, 1]m →R≥
Page and bbox are available; crop image is pending.
Owned Distribution
Get the weekly shortlist of commercializable papers, benchmark movers, and proof receipts that matter for product execution.
References are not available from the internal index yet.
Receipt path
/buildability/efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertising
Paper ref
efficiency-of-proportional-mechanisms-in-online-auto-bidding-advertising
arXiv id
2604.12799
Generated at
2026-04-15T17:02:33.832Z
Evidence freshness
stale
Last verification
2026-04-15T17:02:33.832Z
Sources
3
References
0
Coverage
50%
Lineage hash
0def1dfaee6b4ca99f68c450820bad008a1ac3b5853513903a71703da7addf5f
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
This equation captures one of the core mathematical components of the system. mits a bid bij ∈R≥0. After collecting all bids b1j, . . . , bnj on item j, the auctioneer determines the
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. j=1 vijdij where vij ∈R≥0 represents the value agent i derives from fully acquiring item
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.