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/memorycd-benchmarking-long-context-user-memory-of-llm-agents-for-lifelong-cross-domain-personalization
Subject: MemoryCD: Benchmarking Long-Context User Memory of LLM Agents for Lifelong Cross-Domain Personalization
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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.
Receipt path
/buildability/memorycd-benchmarking-long-context-user-memory-of-llm-agents-for-lifelong-cross-domain-personalization
Paper ref
memorycd-benchmarking-long-context-user-memory-of-llm-agents-for-lifelong-cross-domain-personalization
arXiv id
2603.25973
Generated at
2026-03-30T21:55:54.406Z
Evidence freshness
stale
Last verification
2026-03-30T21:55:54.406Z
Sources
3
References
21
Coverage
50%
Lineage hash
c78a43031db9b6fa1ee77b0727df57577927c685c710ad009144f6c16c9b826d
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
proof_status