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/mdp-grpo-stabilized-group-relative-policy-optimization-for-multi-constraint-instruction-following
Subject: MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following
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.
Data
{"file name": "input.pdf", "number of pages": 14, "author": "Mohammad Mahdi Salmani-Zarchi; Zahra Rahimi; Heshaam Faili; Mohammad Javad Dousti"
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": 14, "author": "Mohammad Mahdi Salmani-Zarchi; Zahra Rahimi; Heshaam Faili; Mohammad Javad Dousti", "title": "MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 14, "author": "Mohammad Mahdi Salmani-Zarchi; Zahra Rahimi; Heshaam Faili; Mohammad Javad Dousti", "title": "MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 14, "author": "Mohammad Mahdi Salmani-Zarchi; Zahra Rahimi; Heshaam Faili; Mohammad Javad Dousti", "title": "MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/mdp-grpo-stabilized-group-relative-policy-optimization-for-multi-constraint-instruction-following
Paper ref
mdp-grpo-stabilized-group-relative-policy-optimization-for-multi-constraint-instruction-following
arXiv id
2606.06058
Generated at
2026-06-06T03:19:39.519Z
Evidence freshness
fresh
Last verification
2026-06-06T03:19:39.519Z
Sources
3
References
0
Coverage
50%
Lineage hash
cbcaa95ed2f5a4da781f430aaa15086eed295a7b721357540610208188648e37
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references