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/one-model-for-all-multi-objective-controllable-language-models
Subject: One Model for All: Multi-Objective Controllable Language Models
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/one-model-for-all-multi-objective-controllable-language-models
Paper ref
one-model-for-all-multi-objective-controllable-language-models
arXiv id
2604.04497
Generated at
2026-04-07T20:12:08.438Z
Evidence freshness
unknown
Last verification
2026-04-07T20:12:08.438Z
Sources
0
References
0
Coverage
0%
Lineage hash
1009bd957c4d81b39fb724bc2c9973ead01acbea79e9408bf67d02f567cdfc54
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