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/naiad-initiate-data-driven-research-for-llm-advertising
Subject: NaiAD: Initiate Data-Driven Research for LLM Advertising
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/naiad-initiate-data-driven-research-for-llm-advertising
Paper ref
naiad-initiate-data-driven-research-for-llm-advertising
arXiv id
2605.09918
Generated at
2026-05-12T20:15:46.673Z
Evidence freshness
fresh
Last verification
2026-05-12T20:15:46.673Z
Sources
0
References
0
Coverage
0%
Lineage hash
a17fff0287d40dfdff26e5bb2bc395c5ed18999b0b19741b100d2b29757db81d
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.
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage