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-crutch-or-the-ceiling-how-different-generations-of-llms-shape-efl-student-writings
Subject: The Crutch or the Ceiling? How Different Generations of LLMs Shape EFL Student Writings
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
Abstract. The rapid evolution of Large Language Models (LLMs) has made them powerful tools for enhancing student writing
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
Abstract. The rapid evolution of Large Language Models (LLMs) has made them powerful tools for enhancing student writing. This study explores the extent and limitations of LLMs in assisting secondary-level English as a Foreign Language (EFL) students with their writing tasks
Inference
Abstract. The rapid evolution of Large Language Models (LLMs) has made them powerful tools for enhancing student writing. This study explores the extent and limitations of LLMs in assisting secondary-level English as a Foreign Language (EFL) students with their writing tasks
Hardware
Abstract. The rapid evolution of Large Language Models (LLMs) has made them powerful tools for enhancing student writing. This study explores the extent and limitations of LLMs in assisting secondary-level English as a Foreign Language (EFL) students with their writing tasks
Receipt path
/buildability/the-crutch-or-the-ceiling-how-different-generations-of-llms-shape-efl-student-writings
Paper ref
the-crutch-or-the-ceiling-how-different-generations-of-llms-shape-efl-student-writings
arXiv id
2604.15460
Generated at
2026-04-20T20:24:59.387Z
Evidence freshness
stale
Last verification
2026-04-20T20:24:59.387Z
Sources
3
References
0
Coverage
50%
Lineage hash
b74fed3d068f4ad26126c8e2ecbdec7eb852efdb611a1a216bc97312ab397292
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