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/from-surface-learning-to-deep-understanding-a-grounded-ai-tutoring-system-for-moodle
Subject: From Surface Learning to Deep Understanding: A Grounded AI Tutoring System for Moodle
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.
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/from-surface-learning-to-deep-understanding-a-grounded-ai-tutoring-system-for-moodle
Paper ref
from-surface-learning-to-deep-understanding-a-grounded-ai-tutoring-system-for-moodle
arXiv id
2605.06963
Generated at
2026-05-11T20:36:06.924Z
Evidence freshness
stale
Last verification
2026-05-11T20:36:06.924Z
Sources
4
References
0
Coverage
83%
Lineage hash
ab42faebe26eaf2da371144dace3f1939033d7dd8dba84d333686781d69b327f
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