Observed Signal · Sep 13, 2023 · Editorial · Source: CMSWire · Impact: 3/5 · Sentiment: Neutral
Generative AI Technologies: Now and in the Future
This fourth part of CMSWire's generative AI history series examines the current limitations and future implications of generative AI technologies. It highlights that chatbots like ChatGPT are essentially advanced phrase predictors with no true understanding or learning capabilities. The article discusses legal challenges, including the first defamation lawsuit against OpenAI in June 2023 and a copyright infringement case filed by authors Mona Awad and Paul Tremblay. It also covers concerns about AI bias, using Amazon's biased hiring tool as an example, and the significant energy consumption of training large models like BERT. The piece explores potential future applications, such as embedded chatbot assistants, AI-generated content, and automated UI design, while emphasizing the need for governance and ethical considerations in AI development.
Comprehensive analysis of generative AI issues affecting marketing technology adoption, including legal, bias, and energy concerns.
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Key Takeaways & Evidence Grounding
- OpenAI received its first defamation lawsuit in June 2023 over a ChatGPT hallucination.
- Authors Mona Awad and Paul Tremblay filed a lawsuit against OpenAI for using their books in training data without permission.
- Amazon had an AI job application tool that filtered out women due to biased historical data.
- Training BERT's AI model consumed the energy of a round-trip transcontinental flight for one person.
- Generative AI chatbots are essentially phrase predictors lacking true understanding or learning capabilities.
Connected Companies & Entities
5 Entities mapped“In June 2023, OpenAI received its first defamation lawsuit over a ChatGPT hallucination....”
“One example was an early Amazon AI job application review tool that filtered out women because the data set had a larger number of historica...”
“Google’s focus for PaLM 2 was to gain a deeper understanding of mathematics, logic, reasoning and science....”
“such as OpenAI Codex, Tabnine, Salesforce CodeT5 and others to help programmers write higher quality code faster...”
“Jasper.ai is another AI-based content generation platform that assists content creators, marketers and authors craft a wide variety of conte...”
Ontology Mapping & Concepts
Related Market Signals & Shifts
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