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/the-epi-llm-framework-probing-llm-behavioral-priors-through-epidemiological-agent-based-models
Subject: The Epi-LLM Framework: probing LLM behavioral priors through epidemiological agent-based models
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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": 14, "author": "Petra Ferenz; Ava Keeling; Tobias O'Keefe; Lorenzo Stigliano; Francesco Di Lauro; Andres Colubri
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": 14, "author": "Petra Ferenz; Ava Keeling; Tobias O'Keefe; Lorenzo Stigliano; Francesco Di Lauro; Andres Colubri; Jasmina Panovska-Griffiths", "title": "The Epi-LLM Framework: probing LLM behavioral priors through epidemiological agent-based models", "creation date": null
Inference
{"file name": "input.pdf", "number of pages": 14, "author": "Petra Ferenz; Ava Keeling; Tobias O'Keefe; Lorenzo Stigliano; Francesco Di Lauro; Andres Colubri; Jasmina Panovska-Griffiths", "title": "The Epi-LLM Framework: probing LLM behavioral priors through epidemiological agent-based models", "creation date": null
Hardware
{"file name": "input.pdf", "number of pages": 14, "author": "Petra Ferenz; Ava Keeling; Tobias O'Keefe; Lorenzo Stigliano; Francesco Di Lauro; Andres Colubri; Jasmina Panovska-Griffiths", "title": "The Epi-LLM Framework: probing LLM behavioral priors through epidemiological agent-based models", "creation date": null
Receipt path
/buildability/the-epi-llm-framework-probing-llm-behavioral-priors-through-epidemiological-agent-based-models
Paper ref
the-epi-llm-framework-probing-llm-behavioral-priors-through-epidemiological-agent-based-models
arXiv id
2606.02867
Generated at
2026-06-03T20:49:07.908Z
Evidence freshness
fresh
Last verification
2026-06-03T20:49:07.908Z
Sources
3
References
0
Coverage
50%
Lineage hash
72907846a9cf589e01ef2d533a7ba7a85445bacc354f1b4403276456ccf47759
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