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/learning-is-forgetting-llm-training-as-lossy-compression
Subject: Learning is Forgetting: LLM Training As Lossy Compression
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.
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/learning-is-forgetting-llm-training-as-lossy-compression
Paper ref
learning-is-forgetting-llm-training-as-lossy-compression
arXiv id
2604.07569
Generated at
2026-04-10T20:18:33.437Z
Evidence freshness
stale
Last verification
2026-04-10T20:18:33.437Z
Sources
4
References
0
Coverage
83%
Lineage hash
68a6ef65b50b6d1a331857d88dced542181bbba02a7fe998c005b204068f9b77
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