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AI Tools and Resources

Introduction to generative AI concepts and tools

Potential Issues of Using Generative AI

Reliability and Transparency: AI tools, including language models and chatbots, may not generate truthful or reliable answers and often lack the ability to credit the sources of their information, leading to challenges in verifying the accuracy and origin of their responses.

Bias and Equity: AI systems can reflect and perpetuate human biases, as they are trained on human-generated data. This also impacts equity, as the dominance of languages like English in AI models can marginalize Indigenous languages and cultures.

Privacy and Data Security: Concerns about how AI platforms use and store private data, along with the security of this data in critical and sensitive sectors, are major issues.

Intellectual Property and Ethical Considerations: The use of existing content by AI raises intellectual property concerns, and there's a risk of AI being used for unethical purposes, such as creating deepfakes or spreading misinformation.

Access Inequality and Impact on Employment: The requirement for payment to access quality AI tools creates a divide based on affordability, and the potential for AI to automate jobs poses challenges to employment across various sectors.

Environmental Impact and Over-reliance: The energy-intensive nature of training AI models raises environmental concerns, and over-reliance on AI tools could lead to the degradation of human skills.

Regulatory and Legal Challenges: The rapid advancement of AI presents challenges in developing adequate legal and regulatory frameworks to ensure accountability, consumer protection, and fair competition.

Potential Benefits of Using Generative AI

Efficiency, Productivity, and Innovation: AI enhances productivity by automating routine tasks and complex computations, and stimulates innovation in various fields like art, design, and problem-solving.

Personalization and Improved User Experience: AI's capability to tailor experiences to individual preferences enhances engagement in marketing, entertainment, and education.

Advanced Data Analysis and Decision Making: AI's vast data analysis capacity aids in uncovering insights for informed decision-making in healthcare, finance, and scientific research.

Language Services and Global Communication: AI-driven translation services facilitate communication across language barriers, beneficial in international business and diplomacy.

Accessibility and Healthcare Advancements: AI supports individuals with disabilities and advances healthcare through improved diagnostics, treatment personalization, and aiding in surgeries.

Educational Tools and Environmental Monitoring: AI enhances learning with personalized education and interactive tools, and contributes to environmental sustainability through efficient resource management and climate change predictions.

Business Insights and Market Analysis: AI provides businesses with market analysis, consumer behavior predictions, and trend forecasting, aiding in strategic planning.

Safety and Security Enhancements: AI improves cybersecurity, public safety, and disaster response through threat identification, risk prediction, and rapid response mechanisms.

AI Exploration and Instruction at USF

Websites and Other Resources

Popular Generative Toolsets

Over the last year, several generative AI toolsets have become accessible to the general public through a variety of means. While many of the most popular toolsets are not open-source, several have been made available through the means of various waitlists and credit systems. Below, you will find the most popular generative toolsets that range from search assistants to text generators, to even digital artwork generators. If you're interested in completing research with the assistance of an AI toolset, please review our Research Tools page.

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