14 Mar LLMs EXPERT WITNESS TESTIMONY: TESTIFYING CONSULTANT ON AI, ML, AUTOMATION
An LLMs expert witness testimony advisor and consulting services testifying provider on large language models assists with various legal cases, providing expertise on the technical aspects of artificial intelligence (AI) systems, machine learning, and natural language processing. For law firms, the best LLMs expert witness company firm partners help clarify complex technical issues for judges and juries, particularly when advanced tech is involved in the case.
- Patent Infringement Cases
Offerings are increasingly used in developing innovative AI-based technologies. When a company claims that its patented model or machine learning technology has been infringed upon, the best LLMs expert witness options get brought in to evaluate the similarities and differences between the technologies. The consultant assesses whether the defendant’s technology infringes on the patented offering’s functionality or design.
- Intellectual Property Disputes
In cases where AI-driven products or systems are under scrutiny, an LLMs expert witness is asked to assess whether intellectual property rights, such as trade secrets or copyrighted materials, have been violated. SMEs evaluate if proprietary data, models, or algorithms are misused or misappropriated.
- Product Liability Cases
If an LLM-based product malfunctions or causes harm, a provider evaluates the design, performance, and safety of the product. Folks provide insights into whether the issue arises from improper implementation of a model, faulty training data, or a design flaw.
- Breach of Contract Cases
In situations where companies fail to meet agreed-upon terms for services, a LLMs expert witness examines whether the contract’s terms related to AI technology and its deployment were adhered to. Pros clarify if the model’s performance or implementation was substandard or violated specific clauses.
- Data Privacy and Security Cases
Solutions generally process vast amounts of personal and sensitive data, leading to concerns regarding privacy and security. A LLMs expert witness routinely gets aske to explain how a model was trained, what data was used, and how security and privacy issues are addressed.
25 Types of Products an LLMs Expert Witness Analyzes
- AI chatbots
- Virtual assistants (e.g., Siri, Alexa)
- Language translation software
- Text summarization tools
- Speech recognition systems
- Customer support automation
- Search engines using LLMs
- Recommender systems
- Text-based video game AI
- Email sorting and filtering systems
- Content generation platforms
- Code generation tools
- Data analysis and insight generation products
- Sentiment analysis tools
- Predictive text software
- Fraud detection systems
- Automated contract review tools
- Legal document analysis software
- Healthcare diagnostic AI tools
- Financial forecasting models
- HR recruitment automation systems
- Autonomous vehicles’ natural language interfaces
- Social media monitoring tools
- Personalized marketing platforms
- Voice-to-text transcription services
Across an assortment cases, the LLMs expert witness assesses the underlying algorithms, data usage, and model performance to provide insights that help resolve legal disputes involving such advanced products.
