Skip to main content

Buildability / Receipt

GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems

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: GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems

/buildability/gammaf-a-common-framework-for-graph-based-anomaly-monitoring-benchmarking-in-llm-multi-agent-systems

Watchwatch

Subject: GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems

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": 22, "author": "Pablo Mateo-Torrej\u00f3n; Alfonso S\u00e1nchez-Maci\u00e1n"

Compute

{"file name": "input.pdf", "number of pages": 22, "author": "Pablo Mateo-Torrej\u00f3n; Alfonso S\u00e1nchez-Maci\u00e1n", "title": "GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems", "creation date": null, "modification date": null, "kids": []}

Inference

{"file name": "input.pdf", "number of pages": 22, "author": "Pablo Mateo-Torrej\u00f3n; Alfonso S\u00e1nchez-Maci\u00e1n", "title": "GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems", "creation date": null, "modification date": null, "kids": []}

Hardware

{"file name": "input.pdf", "number of pages": 22, "author": "Pablo Mateo-Torrej\u00f3n; Alfonso S\u00e1nchez-Maci\u00e1n", "title": "GAMMAF: A Common Framework for Graph-Based Anomaly Monitoring Benchmarking in LLM Multi-Agent Systems", "creation date": null, "modification date": null, "kids": []}

Evidence ids

Receipt path

/buildability/gammaf-a-common-framework-for-graph-based-anomaly-monitoring-benchmarking-in-llm-multi-agent-systems

Paper ref

gammaf-a-common-framework-for-graph-based-anomaly-monitoring-benchmarking-in-llm-multi-agent-systems

arXiv id

2604.24477

Freshness

Generated at

2026-04-28T15:17:49.879Z

Evidence freshness

fresh

Last verification

2026-04-28T15:17:49.879Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

e4870bf2dff28c1958960ec0dff2da743c549760dbd0fe8a75fa2509e82bd628

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

Canonical opportunity-kernel evidence is available for this receipt 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.