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/instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation
Subject: Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation
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": 12, "author": "Jon-Paul Cacioli", "title": "Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation"
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": 12, "author": "Jon-Paul Cacioli", "title": "Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 12, "author": "Jon-Paul Cacioli", "title": "Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 12, "author": "Jon-Paul Cacioli", "title": "Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation
Paper ref
instruction-complexity-induces-positional-collapse-in-adversarial-llm-evaluation
arXiv id
2604.27249
Generated at
2026-05-01T20:33:19.934Z
Evidence freshness
stale
Last verification
2026-05-01T20:33:19.934Z
Sources
3
References
0
Coverage
50%
Lineage hash
99838511e03ea0fbe2e7967866ab51f90d56dcbbda56c05a2bf4a11309f3317b
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