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/dprm-a-plug-in-doob-h-transform-induced-token-ordering-module-for-diffusion-language-models
Subject: DPRM: A Plug-in Doob h transform-induced Token-Ordering Module for Diffusion Language Models
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
DPRM: A Plug-in Token-Ordering Module for Diffusion Language Models Algorithm 3 Practical Aligned DPRM Soft-BoN Decoding for DPRM-DMPO Require: Trained model pθ
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
DPRM: A Plug-in Token-Ordering Module for Diffusion Language Models Algorithm 3 Practical Aligned DPRM Soft-BoN Decoding for DPRM-DMPO Require: Trained model pθ, learned estimator {Nϕ,b,Sϕ,b}, prompt q, decoding horizon T - 1: Initialize all non-prompt positions as [MASK] - 2: for t = 0,1,...
Inference
DPRM: A Plug-in Token-Ordering Module for Diffusion Language Models Algorithm 3 Practical Aligned DPRM Soft-BoN Decoding for DPRM-DMPO Require: Trained model pθ, learned estimator {Nϕ,b,Sϕ,b}, prompt q, decoding horizon T - 1: Initialize all non-prompt positions as [MASK] - 2: for t = 0,1,...
Hardware
DPRM: A Plug-in Token-Ordering Module for Diffusion Language Models Algorithm 3 Practical Aligned DPRM Soft-BoN Decoding for DPRM-DMPO Require: Trained model pθ, learned estimator {Nϕ,b,Sϕ,b}, prompt q, decoding horizon T - 1: Initialize all non-prompt positions as [MASK] - 2: for t = 0,1,...
Receipt path
/buildability/dprm-a-plug-in-doob-h-transform-induced-token-ordering-module-for-diffusion-language-models
Paper ref
dprm-a-plug-in-doob-h-transform-induced-token-ordering-module-for-diffusion-language-models
arXiv id
2604.24357
Generated at
2026-04-28T15:16:22.395Z
Evidence freshness
stale
Last verification
2026-04-28T15:16:22.395Z
Sources
4
References
0
Coverage
67%
Lineage hash
4e6f21c3d78814dad7c4b790a1391af29cfda4a8f6156d4e624b4b45b9b9ee34
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