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/when-and-why-adversarial-training-improves-pinns-a-neural-tangent-kernel-perspective
Subject: When and Why Adversarial Training Improves PINNs: A Neural Tangent Kernel Perspective
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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.
Receipt path
/buildability/when-and-why-adversarial-training-improves-pinns-a-neural-tangent-kernel-perspective
Paper ref
when-and-why-adversarial-training-improves-pinns-a-neural-tangent-kernel-perspective
arXiv id
2605.15959
Generated at
2026-05-18T20:28:31.579Z
Evidence freshness
stale
Last verification
2026-05-18T20:28:31.579Z
Sources
3
References
0
Coverage
50%
Lineage hash
fd1c8e4e10d81c06e8d0a7c4a57737e515529b53a1e34a59e896f7a631626cf5
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