Women And AI

Cindy Lin, a senior director and data scientist at Bundles Investing, discusses the application of AI in the finance industry. She highlights the use of machine learning in algorithmic trading and natural language processing for equity research. Cindy also explores the challenges of integrating AI into existing financial systems and the importance of understanding the audience and infrastructure. Key Takeaways AI has made a significant impact in the finance industry, particularly in algorithmic trading and natural language processing for equity research. Integrating AI into existing financial systems requires understanding the audience, infrastructure, and regulatory compliance. Common misconceptions about AI in finance include the belief that it guarantees high profits and the perception that implementation is difficult. Risks in AI finance include data quality issues, model bias, and regulatory compliance challenges. AI tools like Chai GPT and coding platforms have improved efficiency and accuracy in financial tasks. Collaboration and ideation events can help women in AI share resources and receive feedback on their ideas. Chapters 00:00 Introduction and Guest Introduction 02:42 The Impact of AI in Institutional Investing 05:06 Integrating AI into Financial Systems: Considerations and Challenges 07:59 Demystifying AI in Finance: Common Misconceptions 13:17 Ensuring Data Quality and Managing Model Risk in Finance 17:57 The Next Breakthroughs in AI for the Financial Sector 21:24 Staying Current with AI Trends: Recommended Resources 24:27 AI Tools for Finance: From Proofreading to Code Generation 28:12 Inspiration in the AI Community: Joyce Li 29:14 Collaboration and Feedback: Mini Shark Tank Events for Female Funders

Welcome to Women and AI. Your hosts Reut, Lana, and Jenny are in conversation with ChaVon (CJ) Clarke-Joell. She discusses her work in AI ethics and her role in promoting inclusion and diversity in AI. CJ talks about the need for global collaboration to address the challenges of the digital polycrisis. CJ also shares insights from her book, 'The Digital Polycrisis,' which provides strategies for navigating the complexities of the digital world. She emphasizes the importance of humanization and inclusivity in AI governance and ethics. She emphasizes the importance of planting seeds of interest in AI from a young age and highlights her experience with Mia’s Global AI Leadership Program. She envisions a future where humans and AI work together, and encourages continuous learning and adaptation to stay relevant in the age of AI. Join us on this journey to celebrate, educate, and empower women in AI. Visit our website at www.womenandai.com, and connect with us on LinkedIn at www.linkedin.com/company/women-and-ai to stay engaged with our mission. Resources Meet Our Guest ⁠ChaVon (CJ) Clarke-Joell LinkedIn ⁠ Get your copy here: https://books2read.com/b/mlyNzq AI Tools + Sources Background on the Polycrisis Women in AI Africa Mia - Mission Impact Academy Who to Follow Tarja Stephens Janna Salokangas Connect with Women And AI Women And AI LinkedIn Women And AI Website Nominate a guest for our show AI Tools Used In This Episode Eleven Labs Sounds Effects Riverside AI Tools Takeaways Promoting inclusion and diversity in AI is crucial for creating a more equitable and ethical AI ecosystem. Mindful privacy and ethical behavior are essential when using AI to protect personal information and prevent exploitation. Global collaboration is necessary to address the challenges posed by the digital polycrisis and develop inclusive and effective solutions. Humanization and inclusivity are key principles in AI governance and ethics, and there is a need for more diversity in these fields. Planting seeds of interest in AI from a young age can lead to future career paths in AI ethics. Continuous learning and adaptation are crucial to staying relevant in the age of AI. CJ's book is available in print, ebook, and soon in audiobook format. Chapters 00:00 Introduction and Background of CJ 03:24 Addressing Infant and Maternal Mortality with the Evercare App 06:07 Navigating the Digital Polycrisis: Challenges and Solutions 29:10 The Importance of Diversity in AI Governance and Ethics 32:25 Overcoming Challenges: Women in AI 38:42 Empowering Women in AI: CJ's Book Launch

In this episode of Women and AI your hosts Reut and Jenny discuss the Mia - Mission Impact Academy’s mission to upskill 1M Women in the field of AI with Tarja Stephens. Tarja is the co-founder and Chief AI Officer of Mia, discusses the importance of upskilling women in AI and bridging the gender gap in the field. Mia aims to empower 1 million women in AI skilling opportunities by 2030. Tarja emphasizes the need for skill-based learning, hiring, and career advancement to improve AI integration in business. She highlights the challenges women face, such as bias in hiring and the need for skills recognition. Tarja provides advice for executives navigating AI adoption and encourages women to take an active part in the AI-driven economy. Join us on this journey to celebrate, educate, and empower women in AI. Resources: Meet Our Guest: Tarja Stephens on LinkedIn Website: https://www.theMia.world/ AI Tools: Melinda Coler at Conversa Marissa McNeelands at Toast AI Readiness Index by Cisco Who to Follow: Julie Sweet CEO, Accenture Mia Team Janna Tarja Stephens Anne-Marie Enns Kacte Carter Melissa Stires Connect with Women And AI Women And AI LinkedIn Women And AI Website Nominate a guest for our show Takeaways Mission Impact Academy (Mia) aims to empower 1 million women in AI skilling opportunities by 2030. Skill-based learning, hiring, and career advancement are crucial for improving AI integration in business and bridging the gender gap in AI. Women in AI face challenges such as bias in hiring and the need for skills recognition. Executives should adopt an AI-first mindset, invest in talent, and stay informed to navigate AI adoption successfully. Women should take an active part in the AI-driven economy by exploring, connecting, and creating in the field of AI. Chapters 00:00 Introduction 04:58 Opportunities for Women in the AI Field 07:21 The Impact of Women Not Getting Skilled Up in AI 09:53 Mia's Membership Program and How Women Can Get Involved 15:01 Challenges Women Face in the AI Field 23:45 Taking an Active Part in the AI-Driven Economy 27:28 Readiness of Businesses for AI Adoption 30:11 Advice for Executives Navigating AI Adoption 32:44 Inspiring Women in the AI Space: Julie Sweet 35:25 How Listeners Can Help Mission Impact Academy (Mia)

Summary This is the second part of our roundtable discussion. This conversation explores the use of prompts to reduce bias in AI-generated content and the importance of context and training in achieving desired results. It highlights the need for diversity in AI development and the challenges of addressing bias in AI models. The discussion also touches on the role of education, cultural conditioning, and values in promoting equality and inclusivity. The participants emphasize the importance of supporting and uplifting women in the AI community and the need for awareness of the positive impact of AI. Takeaways Using prompts, such as include and exclude, can help reduce bias in AI-generated content. Context and training are crucial in achieving the desired results and matching the voice and style of the content. Diversity in AI development is essential to address bias and create more inclusive AI models. Education, cultural conditioning, and values play a significant role in promoting equality and inclusivity in AI. Supporting and uplifting women in the AI community is important for driving positive change. Raising awareness of the positive impact of AI and amplifying voices working towards inclusive solutions is crucial. Raising Awareness: Highlighting the Positive Impact of AI Reducing Bias in AI-Generated Content: The Power of Prompts Chapters 00:00 Acknowledgements 12:51 Increasing Context and Specificity in AI Models 14:14 Addressing Bias in AI through Different Models 14:44 The Importance of Diversity in AI Development 15:43 The Need for Diversity in AI Funding and Recruitment 16:43 Envisioning AI Governance and Regulations 17:55 Ensuring Inclusivity in Therapeutics and Healthcare AI 19:06 The Role of Women in AI Development and Leadership 20:33 Guidelines and Best Practices for AI Development 21:57 Cultural Conditioning and Gender Equality in AI 23:48 Generational Change and Shifting Perspectives on Gender 26:00 Highlighting Positive AI Applications and Best Practices 29:31 Supporting and Encouraging Women in AI 29:43 Raising Awareness and Sharing Knowledge on Social Media 30:31 Building Relationships and Supporting Each Other 31:47 Empowering Women in AI and Encouraging Thought Leadership 35:09 Amplifying Voices and Recognizing Solutions in AI 36:06 Preparing People and Businesses to Use AI Effectively 38:04 Conclusion and Farewell

In this episode of Women and AI your hosts Reut, Lana, and Jenny discuss the intersection of art and AI with Stephanie Dinkins. Stephanie Dickens is a transdisciplinary artist, focused on creating inclusive and ethical AI systems. She shares her recent project, 'Not the Only One,' which aims to create a memoir of a Black American family in chatbot form. Stephanie also discusses the challenges of building a data set for the project and the responsibility of AI models. She emphasizes the importance of education and diverse perspectives in shaping the future of AI. Join us on this journey to celebrate, educate, and empower women in AI. Resources: Meet Our Guest Stephanie Dinkins’ Website See Stephanie’ Art: Secret Garden Time 100 AI - Stephanie Dinkins AI Tools Replicate AI Google Colab Craiyon Who to Follow Broad Approach to AI - Lauren Lee McCarthy Co-create Music - Lav R Varshney Next Wave AI - Yann LeCun Connect with Women And AI Women And AI LinkedIn Women And AI Website Nominate a guest for our show Takeaways Creating inclusive and ethical AI systems is crucial for a fair and equitable future. Building diverse and representative data sets is essential to combat bias in AI. Education and learning how to learn are key skills for staying up to date in the rapidly evolving AI field. Collaboration and diverse perspectives are necessary to solve complex AI challenges. Artists play a vital role in exploring the societal impact of AI and pushing boundaries. Chapters 00:00 Introduction 01:26 Stephanie's Recent Work 03:15 Creating Nuanced AI 04:03 Challenges in Generating AI Images 05:04 Recognition and Achievements 06:05 Supporting Stephanie's Work 08:00 The Project 'Not the Only One' 09:35 The Guggenheim Museum Recognition 11:51 Building a Data Set for 'Not the Only One' 14:40 Continuing to Improve 'Not the Only One' 16:30 Other Projects by Stephanie 18:15 Engaging with Stephanie's Work 20:47 Responsibilities of AI Models 23:38 Tools and Trends in AI 26:32 Being a Woman in the AI Space 29:23 Risks and Inclusivity in AI 33:05 The Future of AI 36:01 Recommended People to Follow 40:13 Stephanie's Journey in the AI Space 43:26 Conclusion

Episode Description: During this episode of Women and AI, your hosts Reut and Jenny discuss AI regulation and daily use. Join us on this journey to celebrate, educate, and empower women in AI. Visit our website Women And AI, and connect with us on LinkedIn to stay engaged with our mission. Resources: FACT SHEET: President Biden Issues Executive Order on Safe, Secure, and Trustworthy Artificial Intelligence Women and AI LinkedIn Women and AI Website Nominate a guest for our show Episode Summary In this episode, Jenny and Reut discuss AI regulation and its impact on daily life. They review the executive order signed by President Joe Biden in 2021, which emphasizes the importance of advancing domestic manufacturing and AI technologies. While the order points in the right direction, there are concerns about its universal application and corporate compliance. The hosts also explore the opportunities and challenges of AI, including the need for responsible and safe AI systems. They highlight the availability of AI tools and resources, encouraging listeners to explore and experiment with them. The episode concludes with a call to action to nominate women in AI for future episodes and to stay engaged with the Women in AI community. Takeaways The executive order signed by President Joe Biden in 2021 emphasizes the importance of advancing domestic manufacturing and AI technologies. There are concerns about the universal application of AI regulations and corporate compliance. AI presents both opportunities and challenges and responsible and safe AI systems are crucial. AI tools and resources are becoming more accessible and can be used in various aspects of daily life. Listeners are encouraged to nominate women in AI for future episodes and stay engaged with the Women in AI community. Chapters 00:00 Introduction and AI Regulation 02:15 Missing Aspects of the Executive Order 06:23 Universal Regulation and Corporate Compliance 08:04 Different Regulations in Different Countries 09:26 Opportunities and Challenges of AI 10:43 Responsibility and Safety in AI 11:30 AI Books and OpenAI's Super Alignment Grants 13:26 Using AI Tools in Daily Life 17:02 Democratizing Access to AI Tools 19:26 Deciding When to Use AI 26:19 Implementing AI in Businesses 32:05 Conclusion and Call to Action