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/re-centering-humans-in-llm-personalization
Subject: Re-Centering Humans in LLM Personalization
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/re-centering-humans-in-llm-personalization
Paper ref
re-centering-humans-in-llm-personalization
arXiv id
2606.06614
Generated at
2026-06-08T20:21:57.107Z
Evidence freshness
fresh
Last verification
2026-06-08T20:21:57.107Z
Sources
3
References
0
Coverage
50%
Lineage hash
25e3771ed39c1baf4bcfe6cf5c140edc92b792a130850ee05580516d8f04ddaf
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references