02 · 2 hours
What to Give AI, and What Not To
Data classification, anonymisation and open data.
Goal: Participants assess the risk of a piece of content before giving it to AI, anonymise it where needed and work safely with open data.
Who it is for
- All employees who use AI in their work processes
- Especially legal, human resources, information security and customer-facing teams
What participants gain
- Assessing the risk of content before giving it to AI
- The habit of anonymising and of finding open data
- A data check skill run every time
Content
- 01Which data goes where?Public, internal, personal and confidential data; live classification on sample documents.
- 02Reviewing the settings of the toolsChecking the privacy and data retention settings of the AI tools in use together; the risk under KVKK.
- 03Anonymising dataRemoving names, phone numbers and ID details so the content can be used safely.
- 04Working with open dataFinding data from sources such as TÜİK, the World Bank, Kaggle and Hugging Face; licences and attribution.
- 05The hidden instruction trapA live demonstration of how an instruction hidden in a web page steers AI, and how to protect against it.
- 06Ethics and reliabilityBias, copyright and transparency; disclosing AI-generated content.
A data check skill
- Duration
- 2 hours. Can be taken on its own; two programmes back to back make a half day.
- Participants
- Up to 10 people, each with their own laptop.
- Data
- No company data is used. Exercises use open data and non-sensitive content.
- Prerequisites
- No coding is required. The installation list is shared in advance and approved by IT.
Other programmes
- 01Same Question, Different Results: Prompt to Workflow2 hours
- 03Getting Web Research Right2 hours
- 04Research First, Then Decide2 hours
- 05Reports and Interactive Dashboards with Prompts2 hours
- 06Creative Mini Presentations with Claude2 hours
- 07Turning Your Work into a Skill2 hours
- 08AI Visibility: Is Your Brand Present in AI?2 hours
- 09A Second Brain with Obsidian2 hours · Advanced
LET’S START
For most organisations, training is the first step.
Once your team has learned, if you want to turn ideas into a pilot, we continue with AI transformation and roadmapping.