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/focus-forcing-in-context-object-localization-through-visual-support-constraints-and-policy-optimization
Subject: FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization
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": 13, "author": "Mohammed Asad Karim; Vinay Kumar Verma"
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": 13, "author": "Mohammed Asad Karim; Vinay Kumar Verma", "title": "FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 13, "author": "Mohammed Asad Karim; Vinay Kumar Verma", "title": "FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 13, "author": "Mohammed Asad Karim; Vinay Kumar Verma", "title": "FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/focus-forcing-in-context-object-localization-through-visual-support-constraints-and-policy-optimization
Paper ref
focus-forcing-in-context-object-localization-through-visual-support-constraints-and-policy-optimization
arXiv id
2605.31145
Generated at
2026-06-01T20:20:35.753Z
Evidence freshness
stale
Last verification
2026-06-01T20:20:35.753Z
Sources
3
References
0
Coverage
50%
Lineage hash
220ac896b13ff144be5edba70c7abdeb85b47ff3a444e6c108f6bb3bda881a7e
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