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/fine-tuning-and-serving-gemma-4-31b-on-google-cloud-tpu-a-technical-comparison-with-gpu-baselines
Subject: Fine-Tuning and Serving Gemma 4 31B on Google Cloud TPU: A Technical Comparison with GPU Baselines
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": 16, "author": "Jatin Kishnani; Mayank Goel; Amit Singh; Pulkit Agrawal; Sairanjan Mishra"
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": 16, "author": "Jatin Kishnani; Mayank Goel; Amit Singh; Pulkit Agrawal; Sairanjan Mishra", "title": "Fine-Tuning and Serving Gemma 4 31B on Google Cloud TPU: A Technical Comparison with GPU Baselines", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Jatin Kishnani; Mayank Goel; Amit Singh; Pulkit Agrawal; Sairanjan Mishra", "title": "Fine-Tuning and Serving Gemma 4 31B on Google Cloud TPU: A Technical Comparison with GPU Baselines", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Jatin Kishnani; Mayank Goel; Amit Singh; Pulkit Agrawal; Sairanjan Mishra", "title": "Fine-Tuning and Serving Gemma 4 31B on Google Cloud TPU: A Technical Comparison with GPU Baselines", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/fine-tuning-and-serving-gemma-4-31b-on-google-cloud-tpu-a-technical-comparison-with-gpu-baselines
Paper ref
fine-tuning-and-serving-gemma-4-31b-on-google-cloud-tpu-a-technical-comparison-with-gpu-baselines
arXiv id
2605.25645
Generated at
2026-05-27T00:06:03.863Z
Evidence freshness
stale
Last verification
2026-05-27T00:06:03.863Z
Sources
3
References
0
Coverage
50%
Lineage hash
358993379e99d8bf3fd7cbef64d6f58b0cb69431e03cf1d1e5a9ee2609b41756
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