VetsLearn AI session record
Teaching template reviewed 2026-10-02

Use fictional or supplied synthetic data for course exercises. This record does
not authorize organizational data use, spending, credentials, or external action.
Do not put secrets or restricted prompt/response content in the record.

Task and audience:
Required artifact and acceptance criteria:
Manual or deterministic baseline:
Source facts and versions:

Model identifier/version (or unknown product-selected model):
Product, harness/runtime, version and settings:
Inference location and execution environment:
Required supported capabilities and how checked:
Data destinations: model, files, retrieval/embeddings, tools, logs, backups:
Allowed files, tools, network access and actions:
Approval owner, scope and expiry (if actions are permitted):

Time, token/output, retry and step limits:
Approved spend ceiling, current rate source and date (optional live work only):
Fallback for unavailable features, refusal, timeout or partial result:

Observed output/artifact references (keep data in an authorized workspace):
Independent factual checks and test results:
Errors found, correction and repeat-test result:
Unknowns, limitations and stop condition:
Decision: use / revise / escalate / reject:
Human reviewer and date:

Example provenance: constructed / simulated / recorded / reproduced:
Model comparison: hold task, sources, harness, tools and rubric constant.
Harness comparison: hold task, model, sources and rubric constant; record any
capability differences that prevent a controlled comparison.