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/personalized-benchmarking-evaluating-llms-by-individual-preferences
Subject: Personalized Benchmarking: Evaluating LLMs by Individual Preferences
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.
Data
{"file name": "input.pdf", "number of pages": 37, "author": "Cristina Garbacea; Heran Wang; Chenhao Tan"
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.
Compute
{"file name": "input.pdf", "number of pages": 37, "author": "Cristina Garbacea; Heran Wang; Chenhao Tan", "title": "Personalized Benchmarking: Evaluating LLMs by Individual Preferences", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 37, "author": "Cristina Garbacea; Heran Wang; Chenhao Tan", "title": "Personalized Benchmarking: Evaluating LLMs by Individual Preferences", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 37, "author": "Cristina Garbacea; Heran Wang; Chenhao Tan", "title": "Personalized Benchmarking: Evaluating LLMs by Individual Preferences", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/personalized-benchmarking-evaluating-llms-by-individual-preferences
Paper ref
personalized-benchmarking-evaluating-llms-by-individual-preferences
arXiv id
2604.18943
Generated at
2026-04-22T02:15:09.718Z
Evidence freshness
stale
Last verification
2026-04-22T02:15:09.718Z
Sources
5
References
125
Coverage
67%
Lineage hash
c913fb58a29947c9b008c2e2503126646a1cfae3c55e39f0484281f0b44f1e92
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
proof_status