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/the-impact-of-steering-large-language-models-with-persona-vectors-in-educational-applications
Subject: The Impact of Steering Large Language Models with Persona Vectors in Educational Applications
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/the-impact-of-steering-large-language-models-with-persona-vectors-in-educational-applications
Paper ref
the-impact-of-steering-large-language-models-with-persona-vectors-in-educational-applications
arXiv id
2604.07102
Generated at
2026-04-10T00:15:30.553Z
Evidence freshness
stale
Last verification
2026-04-10T00:15:30.553Z
Sources
4
References
5
Coverage
67%
Lineage hash
7bc2afdc70352651f3e4ab26816b447009e84a3c5c359a97a8e08354e1e1d44d
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