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/causalflow-causal-attribution-and-counterfactual-repair-for-llm-agent-failures
Subject: CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures
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": 30, "author": "Akash Bonagiri; Devang Borkar; Gerard Janno Anderias; Setareh Rafatirad; Houman Homayoun"
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": 30, "author": "Akash Bonagiri; Devang Borkar; Gerard Janno Anderias; Setareh Rafatirad; Houman Homayoun", "title": "CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 30, "author": "Akash Bonagiri; Devang Borkar; Gerard Janno Anderias; Setareh Rafatirad; Houman Homayoun", "title": "CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 30, "author": "Akash Bonagiri; Devang Borkar; Gerard Janno Anderias; Setareh Rafatirad; Houman Homayoun", "title": "CausalFlow: Causal Attribution and Counterfactual Repair for LLM Agent Failures", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/causalflow-causal-attribution-and-counterfactual-repair-for-llm-agent-failures
Paper ref
causalflow-causal-attribution-and-counterfactual-repair-for-llm-agent-failures
arXiv id
2605.25338
Generated at
2026-05-27T00:08:09.950Z
Evidence freshness
stale
Last verification
2026-05-27T00:08:09.950Z
Sources
3
References
0
Coverage
50%
Lineage hash
ca18096fc00a0189111acec6f01027b96d203ba40474897cd0fb9e455b0fa7d3
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