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/forge-multi-agent-graduated-exploitation-and-detection-engineering
Subject: FORGE: Multi-Agent Graduated Exploitation and Detection Engineering
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": 18, "author": "Farooq Shaikh", "title": "FORGE: Multi-Agent Graduated Exploitation and Detection Engineering", "creation date": null
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": 18, "author": "Farooq Shaikh", "title": "FORGE: Multi-Agent Graduated Exploitation and Detection Engineering", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 18, "author": "Farooq Shaikh", "title": "FORGE: Multi-Agent Graduated Exploitation and Detection Engineering", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 18, "author": "Farooq Shaikh", "title": "FORGE: Multi-Agent Graduated Exploitation and Detection Engineering", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/forge-multi-agent-graduated-exploitation-and-detection-engineering
Paper ref
forge-multi-agent-graduated-exploitation-and-detection-engineering
arXiv id
2606.03453
Generated at
2026-06-03T20:42:59.905Z
Evidence freshness
fresh
Last verification
2026-06-03T20:42:59.905Z
Sources
3
References
0
Coverage
50%
Lineage hash
87b02ff63d1392bd20d30fd2b84499aad98939367d02a324c3e47f45d6b077a0
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references