A frozen synthetic rehearsal of 120 serial project episodes passed all 3,990 recorded checks with zero unexpected failures¶
Claim · All claims
Evidence · 1 study · designr2·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2029: tool and model accuracy changes quickly
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? All 120 scripted episodes completed the authorised workflow path and all 3,990 recorded checks met their expected outcomes, with zero unexpected failures. → Nizam Kadir 2026
Evidence¶
Nizam Kadir 2026¶
Nizam Kadir. (2026). LearnAdapt Praxis: Controlled AI Assistance and Evidence Traces for Adult Workplace Learning. Technical research report. https://arxiv.org/abs/2610.02699 doi:10.48550/arxiv.2610.02699
q2 · i? · design · r2
Developer-led synthetic domain rehearsal run on 28 September 2026 against the frozen PraxisService.php from release 40bf713, crossing three fictional workplace contexts with four injected provider conditions and ten repetitions per cell. The report states "All 3,990 recorded checks met their expected outcomes"; no effect size is printed.
"All 120 episodes completed the scripted path. All 3,990 recorded checks met their expected outcomes, with zero unexpected failures."
Discussion¶
Related Claims¶
- During active transfer, the application rejected learner coaching and export requests and redacted earlier project content in all 120 episodes — related
- Injected provider failures produced recorded unavailability and zero fabricated hints, while valid and reentrant conditions stored 30 synthetic hints each — related
- Authentication regressions exposed a session-expiry defect in the preceding release, and the recorded release establishes a fresh anonymous session after timeout
- A deployment-hardening rehearsal with 50 distinct learner accounts recorded 50 completed sessions, 50 successful board pulls and 50 denials of student analytics access, with a median API session time of 3.064 s — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
praxis-120-episode-rehearsal-all-checks-passed |
title |
A frozen synthetic rehearsal of 120 serial project episodes passed all 3,990 recorded checks with zero unexpected failures |
description |
A frozen synthetic rehearsal of 120 serial project episodes passed all 3,990 recorded checks with zero unexpected failures |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
recheck_by |
2029 |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — nizam-kadir-2026 |
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