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6. Key AI tools and training

We recommend some useful tools for:

You can also find a range of tools at websites such as Hugging Face.

Criteria for choosing an AI tool

 
Criteria What to check and why it matters
Coverage
  • Is the model trained on diverse datasets? — Does it perpetuate stereotypes or cultural assumptions?
  • Review the developer’s transparency reports or ethical use guidelines (e.g., OpenAI’s System Cards or Anthropic’s Constitutional AI). – Consider: Would the outputs reflect global, regional, or Western-centric worldviews?
Biases
  • Does the tool draw from peer-reviewed academic content or general web sources?
  • Tools like Perplexity.ai or NotebookLM may prioritise scholarly sources.
  • Evaluate how well it can handle your topic (e.g., specialised terminology in medicine, law, or education).
  • Also check for temporal coverage (e.g., is it updated post-2023?)
Data security
  • Is your input stored or used for training?
  • Review the tool’s privacy policy and terms of use. – Can you delete or export your data?
  • Tools from universities (e.g., UQ’s Copilot access) may have internal safeguards vs. third-party tools with commercial incentives.
  • Ask: Would you use this tool for confidential data?
Price
  • Is the free version sufficient, or do key features (e.g., GPT-4, Claude 3, Gemini Pro) require a subscription?
  • Consider student pricing or institutional access (e.g., MS Copilot for UQ staff).
  • Compare costs if using multiple tools for different media types (e.g., DALL-E + Synthesia). – Budget for long-term needs if planning ongoing use.
Language
  • Does it support the languages you need for input/output or translation?
  • Tools like Claude, ChatGPT, Gemini support many major languages, but quality varies.
  • Assess usability in non-English contexts, especially for bilingual tasks (e.g., Chinese-English research, Arabic translation support). – Check for interface accessibility in your native language.

read icon Read about AI tools for literature searching. There are many new AI tools available to researchers and students that focus on academic sources (rather than general AI tools such as Copilot or ChatGPT).

Tools for text generation

AI tool Company Type/Use Costs
Claude Anthropic LLM Free/ Subscriptions
ChatGPT OpenAI LLM/Search engine Free/Subscriptions (varies according to model)
MS CoPilot Microsoft LLM Available to UQ staff
Gemini Google LLM Free
Perplexity Perplexity AI Search engine using LLM Free/Subscription
NotebookLM Google Research assistant using LLM (Gemini 2.0) Free/Subscription

Tools for image generation

AI tool Company Type/Use Cost
Dall-E 3 OpenAI Text to Image AI Available via Chat GPT
Leonardo Ai Leonardo Interactive Text to Image AI Free/Subscriptions
Ideogram 2.0 Ideogram Text to Image AI Free (40 Images a month)/Subscription
Adobe Firefly Adobe Text to Image AI Include in Adobe products
Stable Assistant Stability AI Text to Image AI Subscription

Tools for audio or video generation

AI tool Company Type/Use Cost
Elevenlabs ElevenLabs Text to speech Free/Subscription
Synthesia Synthesia Text to video Free/Subscription
AIVA Aiva Technologies Music generation Free/Subscription
Runway Runway Music generation Free/Subscription
HeyGen Interactive Avatar HeyGen Text to video (uses avatars) Free/Subscription
NotebookLM Google Podcasts, research assistant Free/Subscription

Training and resources

Training at UQ

The Library and Student Support and Wellbeing both offer training on artificial intelligence.

The Library training contains details for all of our training.

Online learning

LinkedIn Learning

LinkedIn Learning online courses are available to staff and students via your UQ login.

  • Career Essentials in Generative AI by Microsoft and LinkedIn – The 6 courses in this pathway include:
    • What is Generative AI?
    • Generative AI: The Evolution of Thoughtful Online Search
    • Streamlining Your Work with Copilot (formerly Bing Chat/Bing Chat Enterprise)
    • Microsoft 365 Copilot First Look
    • Ethics in the Age of Generative AI
    • Introduction to Artificial Intelligence
  • Building AI literacy – The 6 courses in this pathway include:
    • Introduction to Artificial Intelligence
    • How to boost your productivity with AI tools
    • What is Generative AI?
    • Prompt Engineering: How to talk to the AIs
    • Introduction to Large Language Models
    • Responsible AI: Principles and Practical Applications

To find more courses or pathways on LinkedIn Learning:

    1. Go to LinkedIn Learning
    2. Enter Artificial Intelligence in the search bar
    3. Use the filters to adjust the results to suit you.

Google

Google’s Generative AI Learning Path provides an overview of generative AI concepts, from the fundamentals of large language models to responsible AI principles. The 6 courses in this pathway include:

  • Introduction to Generative AI
  • Introduction to Large Language Models
  • Introduction to Responsible AI
  • Generative AI Fundamentals
  • Responsible AI: Applying AI Principles with Google Cloud.

Free online course

Elements of AI is a free online course for everyone interested in learning what AI is, what is possible (and not possible) with AI, and how it affects our lives — with no complicated maths or programming required.

Licence

Icon for the Creative Commons Attribution-NonCommercial 4.0 International License

Artificial Intelligence: Revised version Copyright © 2023 by The University of Queensland is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, except where otherwise noted.