Buildability / Receipt
TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design
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
Watch and verify: TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design
/buildability/turboagent-an-llm-driven-autonomous-multi-agent-framework-for-turbomachinery-aerodynamic-design
Subject: TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design
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.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/turboagent-an-llm-driven-autonomous-multi-agent-framework-for-turbomachinery-aerodynamic-design
Paper ref
turboagent-an-llm-driven-autonomous-multi-agent-framework-for-turbomachinery-aerodynamic-design
arXiv id
2604.06747
Freshness
Generated at
2026-04-10T00:13:49.899Z
Evidence freshness
stale
Last verification
2026-04-10T00:13:49.899Z
Sources
3
References
51
Coverage
67%
Hash state
Lineage hash
9403ac93f1ade20f0021b5f957f4877e14b45ad060fd22e0fc608214bf1f2bd1
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: repo_url
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
repo_url
proof_status
Truth Boundary
External gate remains unresolved for live deployment claims.
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.