# Setup and working environment — AI Strategy, Ethics & Governance

Source: https://www.geekswithgeeks.com/en/ai-strategy-governance/ai-strategy-governance-04

> Apply safety and trade-offs 1 in AI Strategy, Ethics & Governance.

## Understand Setup and working environment

In **AI Strategy, Ethics & Governance**, connect the goal, constraints, risks, and measurable outcome before selecting a workflow.

## Practise deliberately

Use a small, safe example and verify one result before expanding it.

## A useful comparison

Treat this as a route plan: every step should lead to a checked destination.

Check your reasoning.

**Quiz:** What should come before selecting a workflow?

- [x] A clear goal, constraints, and evidence.
- [ ] An unverified copy.
- [ ] No safety review.

*Answer:* A clear goal, constraints, and evidence.. Evidence and constraints make decisions reviewable and safer.