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/fam-bench-a-multimodal-benchmark-for-condition-aware-food-as-medicine-reasoning
Subject: FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning
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": 20, "author": "Mingyang Mao; Bhargav Rishi Medisetti; Utkarsh Grover; Tanvir Ibrahim; Wenyan Li; Tingting Zhang; Xiaomin Lin"
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": 20, "author": "Mingyang Mao; Bhargav Rishi Medisetti; Utkarsh Grover; Tanvir Ibrahim; Wenyan Li; Tingting Zhang; Xiaomin Lin", "title": "FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning", "creation date": null, "modification date": null
Inference
{"file name": "input.pdf", "number of pages": 20, "author": "Mingyang Mao; Bhargav Rishi Medisetti; Utkarsh Grover; Tanvir Ibrahim; Wenyan Li; Tingting Zhang; Xiaomin Lin", "title": "FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning", "creation date": null, "modification date": null
Hardware
{"file name": "input.pdf", "number of pages": 20, "author": "Mingyang Mao; Bhargav Rishi Medisetti; Utkarsh Grover; Tanvir Ibrahim; Wenyan Li; Tingting Zhang; Xiaomin Lin", "title": "FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning", "creation date": null, "modification date": null
Receipt path
/buildability/fam-bench-a-multimodal-benchmark-for-condition-aware-food-as-medicine-reasoning
Paper ref
fam-bench-a-multimodal-benchmark-for-condition-aware-food-as-medicine-reasoning
arXiv id
2605.31410
Generated at
2026-06-01T20:21:41.205Z
Evidence freshness
stale
Last verification
2026-06-01T20:21:41.205Z
Sources
3
References
0
Coverage
50%
Lineage hash
913b5028b1caf34d1d184a8d395b67b92f3b14654d5c6ba3d9c25662f59fa177
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