Buildability / Receipt
SycoPhantasy: Quantifying Sycophancy and Hallucination in Small Open Weight VLMs for Vision-Language Scoring of Fantasy Characters
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: SycoPhantasy: Quantifying Sycophancy and Hallucination in Small Open Weight VLMs for Vision-Language Scoring of Fantasy Characters
/buildability/sycophantasy-quantifying-sycophancy-and-hallucination-in-small-open-weight-vlms-for-vision-language-scoring-of-fantasy-c
Subject: SycoPhantasy: Quantifying Sycophancy and Hallucination in Small Open Weight VLMs for Vision-Language Scoring of Fantasy Characters
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
Data
{"file name": "input.pdf", "number of pages": 13, "author": "Arya Shah; Deepali Mishra; Chaklam Silpasuwanchai"
Compute
{"file name": "input.pdf", "number of pages": 13, "author": "Arya Shah; Deepali Mishra; Chaklam Silpasuwanchai", "title": "SycoPhantasy: Quantifying Sycophancy and Hallucination in Small Open Weight VLMs for Vision-Language Scoring of Fantasy Characters", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 13, "author": "Arya Shah; Deepali Mishra; Chaklam Silpasuwanchai", "title": "SycoPhantasy: Quantifying Sycophancy and Hallucination in Small Open Weight VLMs for Vision-Language Scoring of Fantasy Characters", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 13, "author": "Arya Shah; Deepali Mishra; Chaklam Silpasuwanchai", "title": "SycoPhantasy: Quantifying Sycophancy and Hallucination in Small Open Weight VLMs for Vision-Language Scoring of Fantasy Characters", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/sycophantasy-quantifying-sycophancy-and-hallucination-in-small-open-weight-vlms-for-vision-language-scoring-of-fantasy-c
Paper ref
sycophantasy-quantifying-sycophancy-and-hallucination-in-small-open-weight-vlms-for-vision-language-scoring-of-fantasy-c
arXiv id
2604.24346
Freshness
Generated at
2026-04-28T15:19:02.130Z
Evidence freshness
fresh
Last verification
2026-04-28T15:19:02.130Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
74e5a5d5f03a4cfc955f780f2483781ee15d04df2adb4ba733b1f28de09e28d1
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: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references
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.