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/infomem-training-long-context-memory-agents-with-answer-conditioned-information-gain
Subject: InfoMem: Training Long-Context Memory Agents with Answer-Conditioned Information Gain
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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": 17, "author": "Tiancheng Han; Yong Li; Wuzhou Yu; Qiaosheng Zhang; Wenqi Shao"
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": 17, "author": "Tiancheng Han; Yong Li; Wuzhou Yu; Qiaosheng Zhang; Wenqi Shao", "title": "InfoMem: Training Long-Context Memory Agents with Answer-Conditioned Information Gain", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 17, "author": "Tiancheng Han; Yong Li; Wuzhou Yu; Qiaosheng Zhang; Wenqi Shao", "title": "InfoMem: Training Long-Context Memory Agents with Answer-Conditioned Information Gain", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 17, "author": "Tiancheng Han; Yong Li; Wuzhou Yu; Qiaosheng Zhang; Wenqi Shao", "title": "InfoMem: Training Long-Context Memory Agents with Answer-Conditioned Information Gain", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/infomem-training-long-context-memory-agents-with-answer-conditioned-information-gain
Paper ref
infomem-training-long-context-memory-agents-with-answer-conditioned-information-gain
arXiv id
2606.03329
Generated at
2026-06-03T20:32:59.739Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:59.739Z
Sources
4
References
0
Coverage
83%
Lineage hash
2f8df8a4911060340410dc9dab74283c7350f648b2bc4ed706c3465cebc5b2ca
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.
Canonical opportunity-kernel evidence is available for this receipt window.
references