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/rewarding-the-scientific-process-process-level-reward-modeling-for-agentic-data-analysis
Subject: Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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": "Zhisong Qiu; Shuofei Qiao; Kewei Xu; Yuqi Zhu; Lun Du; Ningyu Zhang; Huajun Chen"
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": "Zhisong Qiu; Shuofei Qiao; Kewei Xu; Yuqi Zhu; Lun Du; Ningyu Zhang; Huajun Chen", "title": "Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis", "creation date": "D:20260428014043+00'00'"
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Zhisong Qiu; Shuofei Qiao; Kewei Xu; Yuqi Zhu; Lun Du; Ningyu Zhang; Huajun Chen", "title": "Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis", "creation date": "D:20260428014043+00'00'"
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Zhisong Qiu; Shuofei Qiao; Kewei Xu; Yuqi Zhu; Lun Du; Ningyu Zhang; Huajun Chen", "title": "Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis", "creation date": "D:20260428014043+00'00'"
Receipt path
/buildability/rewarding-the-scientific-process-process-level-reward-modeling-for-agentic-data-analysis
Paper ref
rewarding-the-scientific-process-process-level-reward-modeling-for-agentic-data-analysis
arXiv id
2604.24198
Generated at
2026-04-28T15:18:08.797Z
Evidence freshness
stale
Last verification
2026-04-28T15:18:08.797Z
Sources
4
References
0
Coverage
67%
Lineage hash
5deaa5d1a46e4d04f732de2db51293d75579b690dbcaf22decf974d94fd427ba
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.
references
proof_status