Skip to main content

Buildability / Receipt

Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic

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: Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic

/buildability/multi-modal-reasoning-with-llms-for-visual-semantic-arithmetic

Watchwatch

Subject: Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic

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": "Chuou Xu; Liya Ji; Qifeng Chen", "title": "Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic"

Compute

{"file name": "input.pdf", "number of pages": 13, "author": "Chuou Xu; Liya Ji; Qifeng Chen", "title": "Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic", "creation date": null, "modification date": null, "kids": []}

Inference

{"file name": "input.pdf", "number of pages": 13, "author": "Chuou Xu; Liya Ji; Qifeng Chen", "title": "Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic", "creation date": null, "modification date": null, "kids": []}

Hardware

{"file name": "input.pdf", "number of pages": 13, "author": "Chuou Xu; Liya Ji; Qifeng Chen", "title": "Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic", "creation date": null, "modification date": null, "kids": []}

Evidence ids

Receipt path

/buildability/multi-modal-reasoning-with-llms-for-visual-semantic-arithmetic

Paper ref

multi-modal-reasoning-with-llms-for-visual-semantic-arithmetic

arXiv id

2604.19567

Freshness

Generated at

2026-04-22T03:19:46.681Z

Evidence freshness

stale

Last verification

2026-04-22T03:19:46.681Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

af67ede84fef98587bda4642c94e50a78bf242031e7993b1e915a3e41f7235c7

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

Some score or evidence fields are outside the preferred freshness window.

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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.