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/fbhm-functional-benchmarking-and-steering-of-vlms-for-hateful-meme-detection
Subject: FBHM: Functional Benchmarking and Steering of VLMs for Hateful Meme Detection
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": 25, "author": "Paramananda Bhaskar; Naquee Rizwan; Daksh Jogchand; Saurabh Kumar Pandey; Animesh Mukherjee"
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": 25, "author": "Paramananda Bhaskar; Naquee Rizwan; Daksh Jogchand; Saurabh Kumar Pandey; Animesh Mukherjee", "title": "FBHM: Functional Benchmarking and Steering of VLMs for Hateful Meme Detection", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Paramananda Bhaskar; Naquee Rizwan; Daksh Jogchand; Saurabh Kumar Pandey; Animesh Mukherjee", "title": "FBHM: Functional Benchmarking and Steering of VLMs for Hateful Meme Detection", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Paramananda Bhaskar; Naquee Rizwan; Daksh Jogchand; Saurabh Kumar Pandey; Animesh Mukherjee", "title": "FBHM: Functional Benchmarking and Steering of VLMs for Hateful Meme Detection", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/fbhm-functional-benchmarking-and-steering-of-vlms-for-hateful-meme-detection
Paper ref
fbhm-functional-benchmarking-and-steering-of-vlms-for-hateful-meme-detection
arXiv id
2605.31349
Generated at
2026-06-01T20:20:04.956Z
Evidence freshness
stale
Last verification
2026-06-01T20:20:04.956Z
Sources
3
References
0
Coverage
50%
Lineage hash
2be12e86c21ceb08e0b0b00c2db973e6fc71025e45276b1d05d34942ca93d9e0
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
references