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/a-safety-aware-role-orchestrated-multi-agent-llm-framework-for-behavioral-health-communication-simulation
Subject: A Safety-Aware Role-Orchestrated Multi-Agent LLM Framework for Behavioral Health Communication Simulation
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.
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/a-safety-aware-role-orchestrated-multi-agent-llm-framework-for-behavioral-health-communication-simulation
Paper ref
a-safety-aware-role-orchestrated-multi-agent-llm-framework-for-behavioral-health-communication-simulation
arXiv id
2604.00249
Generated at
2026-04-02T21:07:19.564Z
Evidence freshness
stale
Last verification
2026-04-02T21:07:19.564Z
Sources
3
References
0
Coverage
33%
Lineage hash
6ed5e7f03f6653b239699dc3164efe5e26a9411baf165f6bc3ded07b8efcddba
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