Buildability / Receipt
Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers
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
Not build-ready: Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers
/buildability/loop-think-generalize-implicit-reasoning-in-recurrent-depth-transformers
Subject: Loop, Think, & Generalize: Implicit Reasoning in Recurrent-Depth Transformers
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.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/loop-think-generalize-implicit-reasoning-in-recurrent-depth-transformers
Paper ref
loop-think-generalize-implicit-reasoning-in-recurrent-depth-transformers
arXiv id
2604.07822
Freshness
Generated at
2026-04-10T20:18:31.435Z
Evidence freshness
stale
Last verification
2026-04-10T20:18:31.435Z
Sources
4
References
0
Coverage
83%
Hash state
Lineage hash
37462ecffa7229d7346a281d771558ed2d40dfbb6bff18863b4f53878d915173
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: references
Some score or evidence fields are outside the preferred freshness window.
references
Truth Boundary
External gate remains unresolved for live deployment claims.
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.