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/llm-guided-semantic-bootstrapping-for-interpretable-text-classification-with-tsetlin-machines
Subject: LLM-Guided Semantic Bootstrapping for Interpretable Text Classification with Tsetlin Machines
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
with Tsetlin Machines Jiechao Gao1, Rohan Kumar Yadav2, Yuangang Li3, Yuandong Pan1, Jie Wang1, Ying Liu4
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
with Tsetlin Machines Jiechao Gao1, Rohan Kumar Yadav2, Yuangang Li3, Yuandong Pan1, Jie Wang1, Ying Liu4, and Michael Lepech1 1Stanford University 2Independent Researcher 3University of California
Inference
with Tsetlin Machines Jiechao Gao1, Rohan Kumar Yadav2, Yuangang Li3, Yuandong Pan1, Jie Wang1, Ying Liu4, and Michael Lepech1 1Stanford University 2Independent Researcher 3University of California
Hardware
with Tsetlin Machines Jiechao Gao1, Rohan Kumar Yadav2, Yuangang Li3, Yuandong Pan1, Jie Wang1, Ying Liu4, and Michael Lepech1 1Stanford University 2Independent Researcher 3University of California
Receipt path
/buildability/llm-guided-semantic-bootstrapping-for-interpretable-text-classification-with-tsetlin-machines
Paper ref
llm-guided-semantic-bootstrapping-for-interpretable-text-classification-with-tsetlin-machines
arXiv id
2604.12223
Generated at
2026-04-15T17:02:08.480Z
Evidence freshness
stale
Last verification
2026-04-15T17:02:08.480Z
Sources
3
References
0
Coverage
50%
Lineage hash
8ee4c39f954f2578e1693b519e91bef6f112226d0c5253dd10e9cecfb510cf09
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