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/pithtrain-a-compact-and-agent-native-moe-training-system
Subject: PithTrain: A Compact and Agent-Native MoE Training System
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": 24, "author": "Ruihang Lai; Hao Kang; Haozhan Tang; Akaash R. Parthasarathy; Zichun Yu; Junru Shao; Todd C. Mowry; Chenyan Xiong
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": 24, "author": "Ruihang Lai; Hao Kang; Haozhan Tang; Akaash R. Parthasarathy; Zichun Yu; Junru Shao; Todd C. Mowry; Chenyan Xiong; Tianqi Chen", "title": "PithTrain: A Compact and Agent-Native MoE Training System", "creation date": null, "modification date": null
Inference
{"file name": "input.pdf", "number of pages": 24, "author": "Ruihang Lai; Hao Kang; Haozhan Tang; Akaash R. Parthasarathy; Zichun Yu; Junru Shao; Todd C. Mowry; Chenyan Xiong; Tianqi Chen", "title": "PithTrain: A Compact and Agent-Native MoE Training System", "creation date": null, "modification date": null
Hardware
{"file name": "input.pdf", "number of pages": 24, "author": "Ruihang Lai; Hao Kang; Haozhan Tang; Akaash R. Parthasarathy; Zichun Yu; Junru Shao; Todd C. Mowry; Chenyan Xiong; Tianqi Chen", "title": "PithTrain: A Compact and Agent-Native MoE Training System", "creation date": null, "modification date": null
Receipt path
/buildability/pithtrain-a-compact-and-agent-native-moe-training-system
Paper ref
pithtrain-a-compact-and-agent-native-moe-training-system
arXiv id
2605.31463
Generated at
2026-06-01T20:26:40.340Z
Evidence freshness
stale
Last verification
2026-06-01T20:26:40.340Z
Sources
4
References
0
Coverage
67%
Lineage hash
367518fc652b3659a652694505ef83d68c2bd31a7344d5966b6db1c9f1738e8b
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.
references
proof_status