Buildability / Receipt
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
/buildability/dr-venus-towards-frontier-edge-scale-deep-research-agents-with-only-10k-open-data
Subject: DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 16, "author": "Venus Team; Sunhao Dai; Yong Deng; Jinzhen Lin; Yusheng Song; Guoqing Wang; Xiaofeng Wu; Yuqi Zhou; Shuo Yang
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Compute
{"file name": "input.pdf", "number of pages": 16, "author": "Venus Team; Sunhao Dai; Yong Deng; Jinzhen Lin; Yusheng Song; Guoqing Wang; Xiaofeng Wu; Yuqi Zhou; Shuo Yang; Zhenzhe Ying; Zhanwei Zhang; Changhua Meng; Weiqiang Wang"
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Venus Team; Sunhao Dai; Yong Deng; Jinzhen Lin; Yusheng Song; Guoqing Wang; Xiaofeng Wu; Yuqi Zhou; Shuo Yang; Zhenzhe Ying; Zhanwei Zhang; Changhua Meng; Weiqiang Wang"
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Venus Team; Sunhao Dai; Yong Deng; Jinzhen Lin; Yusheng Song; Guoqing Wang; Xiaofeng Wu; Yuqi Zhou; Shuo Yang; Zhenzhe Ying; Zhanwei Zhang; Changhua Meng; Weiqiang Wang"
Receipt path
/buildability/dr-venus-towards-frontier-edge-scale-deep-research-agents-with-only-10k-open-data
Paper ref
dr-venus-towards-frontier-edge-scale-deep-research-agents-with-only-10k-open-data
arXiv id
2604.19859
Generated at
2026-04-23T05:07:54.926Z
Evidence freshness
stale
Last verification
2026-04-23T05:07:54.926Z
Sources
3
References
0
Coverage
50%
Lineage hash
69fd05ee611c260dca6e2a0aa7ecc843476971cfb8516b0eae3aa0a092df13a4
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.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references