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Episode 4 - Navigating AI's Ethical Landscape. Challenges, Solutions, and the Role of Humans
Manage episode 374182126 series 3491808
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Join us on this insightful episode of the Artificial Antics podcast, where we dive into the fascinating world of responsible AI! Explore the 4 critical pillars that shape ethical AI: Fairness, Accountability, Transparency, and Privacy Protection.
🛡️ Ensure AI avoids harm, bias, manipulation, and rights infringement.
📰 Key news updates: Zoom's new data policy, Worldcoin's unique crypto project, fierce rivalry in AI startups, and more!
🤖 Discover ChatGPT's latest Custom Instructions feature and Tinder's innovative AI-driven selections.
📉 Dig into the perplexing phenomenon of AI model collapse – what happens when AI trains on other AI!
🌐 Solutions and strategies for a better future: hiring diverse teams, localizing models, transparency, and more!
👥 The indispensable human touch: how YOU play a key role in shaping ethical AI.
[00:01:30] News
[00:01:32] Zoom can now train its A.I. using some customer data, according to updated terms
https://techcrunch.com/2023/08/08/zoom-data-mining-for-ai-terms-gdpr-eprivacy/
[00:07:23] OpenAI CEO Sam Altman Launches Worldcoin: A Bold Crypto Experiment At The Intersection Of AI, Identity And Finance
https://www.benzinga.com/markets/cryptocurrency/23/07/33348538/openai-ceo-sam-altman-launches-worldcoin-a-bold-crypto-experiment-at-the-intersection-of-a
[00:11:13] Tinder tests AI photo selection feature to help users build profiles
https://techcrunch.com/2023/08/02/tinder-tests-new-ai-photo-selection-feature/
[00:14:47] Jasper, Mutiny AI Startups Cut Workers As Chatbot Rivalry Grows
https://www.theinformation.com/briefings/jasper-mutiny-ai-startups-cut-workers-as-chatbot-rivalry-grows
[00:16:47] ChatGPT - Custom Instructions
https://openai.com/blog/custom-instructions-for-chatgpt
[00:20:00] Model Collpase
https://medium.com/@mike_onslow/what-is-model-collapse-and-why-should-i-care-ef94a1015964
[00:25:16] Deepmind Study
https://www.linkedin.com/posts/artificialantics_anticstv-artificialantics-modelcollapse-activity-7092742138865614848-OGJK
https://arxiv.org/pdf/2305.17493.pdf
[00:27:38] ChatGPT decline in computational skills of some types
https://techxplore.com/news/2023-07-pains-chatgpt-dumber.html
[00:30:25] The 4 Pillars of Responsible AI - Starting with Fairness
[00:31:56] Neurolink Technology
[00:46:44] Private AI using custom models
[00:47:38] Meta's release of Llama 2 models to the public
[00:48:17] Challenges and Solutions
[00:49:55] Specialized Models per Regional, Business and Person
Harvard Business Review: To Build Less-Biased AI, Hire a More-Diverse Team:
https://hbr.org/2020/10/to-build-less-biased-ai-hire-a-more-diverse-team
A New AI Research Introduces GPT4RoI: A Vision-Language Model based on Instruction Tuning Large Language Model (LLM) on Region-Text Pairs:
https://www.marktechpost.com/2023/07/13/a-new-ai-research-introduces-gpt4roi-a-vision-language-model-based-on-instruction-tuning-large-language-model-llm-on-region-text-pairs/
Creating AI Systems That Take Culture into Account:
https://ai.shorensteincenter.org/ideas/2019/1/14/creating-ai-systems-that-take-culture-into-account-aps9l
How To Make AI Work In Your Organization:
https://www.forbes.com/sites/bernardmarr/2023/04/13/how-to-make-ai-work-in-your-organization/?sh=5aa9035b4cc9
[00:55:05] Being transparent with the capabilities of AI tools
Building Transparency into AI Projects:
https://hbr.org/2022/06/building-transparency-into-ai-projects
[00:57:18] ChatGPT - Privacy Controls
Seven AI companies agree to safeguards in the US:
https://www.bbc.com/news/technology-66271429
Kapitler
1. Episode 4 - Navigating AI's Ethical Landscape. Challenges, Solutions, and the Role of Humans (00:00:00)
2. AI News (00:01:30)
3. Zoom can now train its A.I. using some customer data, according to updated terms (00:01:32)
4. OpenAI CEO Sam Altman Launches Worldcoin: A Bold Crypto Experiment At The Intersection Of AI, Identity And Finance (00:07:23)
5. Tinder tests AI photo selection feature to help users build profiles (00:11:13)
6. Jasper, Mutiny AI Startups Cut Workers As Chatbot Rivalry Grows (00:14:47)
7. New ChatGPT Feature - Custom Instructions (00:16:47)
8. Model Collapse (00:20:00)
9. Deepmind Study on Model Collapse (00:25:16)
10. ChatGPT decline in computational skills of some types (00:27:38)
11. The 4 Pillars of Responsible AI - Starting with Fairness (00:30:25)
12. Neurolink Technology (00:31:56)
13. Private AI using custom models (00:46:44)
14. Meta's release of Llama 2 models to the public (00:47:38)
15. Challenges and Solutions (00:48:17)
16. Specialized Models per Regional, Business and Person (00:49:55)
17. Being transparent with the capabilities of AI tools (00:55:05)
18. ChatGPT - Privacy Controls (00:57:18)
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