Buildability / Receipt
Pedagogical Safety in Educational Reinforcement Learning: Formalizing and Detecting Reward Hacking in AI Tutoring Systems
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: Pedagogical Safety in Educational Reinforcement Learning: Formalizing and Detecting Reward Hacking in AI Tutoring Systems
/buildability/pedagogical-safety-in-educational-reinforcement-learning-formalizing-and-detecting-reward-hacking-in-ai-tutoring-systems
Subject: Pedagogical Safety in Educational Reinforcement Learning: Formalizing and Detecting Reward Hacking in AI Tutoring Systems
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/pedagogical-safety-in-educational-reinforcement-learning-formalizing-and-detecting-reward-hacking-in-ai-tutoring-systems
Paper ref
pedagogical-safety-in-educational-reinforcement-learning-formalizing-and-detecting-reward-hacking-in-ai-tutoring-systems
arXiv id
2604.04237
Freshness
Generated at
2026-04-07T20:14:09.513Z
Evidence freshness
fresh
Last verification
2026-04-07T20:14:09.513Z
Sources
0
References
0
Coverage
0%
Hash state
Lineage hash
5ea13ffc853d4b73a03284640fa4b36a332a4d60b314e3d540fa5c453b2882d4
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: paper_evidence_receipts.references_count
- Missing: paper_evidence_receipts.coverage
- Unknown: Canonical evidence receipt has not been materialized yet.
Some score or evidence fields are outside the preferred freshness window.
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
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.