Link: bit.ly/aws-dev-genai

Author: Kuba Konczyk

Let’s connect!: Linkedin

To use the following demos please sign in into partyrock.aws first.

Demo 1: GenAI use case generator.

https://partyrock.aws/u/cloudmind/K1EA3n-p_/Generative-AI-Recommender-v1

Demo 2A: Eco-friendly product discovery

https://partyrock.aws/u/cloudmind/Q10FCH5l4/Content-Summariser-with-specific-prompt

Demo 2B: Code explainer:

https://partyrock.aws/u/cloudmind/c9o2tEjAb/Code-explainer

Demo 3: Q&A: EnergySmart Advisor

https://partyrock.aws/u/cloudmind/TQq0KnH_b/EnergySmart-Advisor

Demo 4: How does the Transformer architecture works?

https://ig.ft.com/generative-ai/

Demo 5: Image mitigation bias

https://partyrock.aws/u/cloudmind/XNBH0zhnw/Image-bias-mitigation

Discussion: Chatbot: potential risks examples:

• Hallucinations
  • Helpful
    • Residential Solar PV System Product: https://partyrock.aws/u/cloudmind/Q10FCH5l4/Eco-friendly-product-discovery/snapshot/gDuzXuYFG
    • Eco-Friendly Home Accessories Customization and Promotion: https://partyrock.aws/u/cloudmind/Q10FCH5l4/Eco-friendly-product-discovery/snapshot/nsiMJct8X
  • Helpful?
    • EnergySmart Advisor (sci-fi energy solution: Vacuum Energy Extraction): https://partyrock.aws/u/cloudmind/TQq0KnH_b/EnergySmart-Advisor-but-too-helpful/snapshot/z6ILOzPyH
    • Eco-friendly product discovery (product image a bit too out there?): https://partyrock.aws/u/cloudmind/Q10FCH5l4/Eco-friendly-product-discovery/snapshot/HGu0cEdqj
  • Toxic output
    • EnergyAdvisor being non-eco: https://partyrock.aws/u/cloudmind/TQq0KnH_b/EnergySmart-Advisor/snapshot/wiJwqr6hM
    • Rude (but, helpful) Chatbot: https://www.theguardian.com/technology/2024/jan/20/dpd-ai-chatbot-swears-calls-itself-useless-and-criticises-firm
  • Bias
    • Image of physicist: https://partyrock.aws/u/cloudmind/XNBH0zhnw/Image-bias-mitigation/snapshot/3wW7SZxWT
    • Bias can have many faces: Gemini