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/the-alignment-tax-response-homogenization-in-aligned-llms-and-its-implications-for-uncertainty-estimation
Subject: The Alignment Tax: Response Homogenization in Aligned LLMs and Its Implications for Uncertainty Estimation
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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/the-alignment-tax-response-homogenization-in-aligned-llms-and-its-implications-for-uncertainty-estimation
Paper ref
the-alignment-tax-response-homogenization-in-aligned-llms-and-its-implications-for-uncertainty-estimation
arXiv id
2603.24124
Generated at
2026-03-26T20:30:36.286Z
Evidence freshness
stale
Last verification
2026-03-26T20:30:36.286Z
Sources
0
References
0
Coverage
50%
Lineage hash
74c7af57af4dd8cc905150ee0797168aa65c526d46574f244afdd3289075d3a5
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.
references
distribution_readiness_scores