Editorial desk
Responsible workflows for teams, managers, and individual contributors.
09 · Tested guide
AI literacy should change how people choose tools, protect data, verify outputs, disclose assistance, and escalate errors. One generic prompt class rarely covers those responsibilities.
8 min read
10 · Checklist
People often adopt tools because approved workflows are slow or unclear. An inventory should reveal jobs, data, accounts, integrations, costs, and unmet needs before it assigns remediation.
9 min read
11 · Checklist
A workflow can change when the model, prompt, retrieval source, tool permission, policy, price, or human checkpoint changes—even if the application name does not.
10 min read
12 · Checklist
“Human in the loop” is too vague when a tool encounters identity risk, money movement, safety, legal claims, upset customers, missing evidence, or conflicting instructions.
7 min read
13 · Tested guide
Connected agents can accumulate new tools, broader scopes, changed owners, stale tokens, and exception rules. A short recurring review can reveal drift before it becomes an incident.
8 min read
14 · Tested guide
Training content can be factually plausible and still teach the wrong sequence, omit prerequisite knowledge, overload learners, or give an unsafe example.
9 min read