Intelligent Systems
Machine learning algorithms and artificially intelligent (AI) systems are an emerging value creator across a wide range industries, with practical applications ranging from medical diagnostics to high-speed trading. In today's data-driven world, intelligent systems have the power to transform businesses, but their proper implementation is crucial to avoid potentially costly errors. Barr Group's team of expert software engineers, computer engineers, and computer scientists is intimately familiar with machine learning technologies including:
- Machine vision / image recognition
- Speech and facial recognition
- Deep learning neural networks
- Transformer models (e.g., BERT and GPT-3 / LLM)
- Natural language processing (NLP)
- Computer vision and autonomous systems
- Knowledge representation and reasoning (expert systems)
- Probabilistic inference and dynamic Bayesian networks
Barr Group's experts are familiar with all of the specialized processing platforms used for high-performance machine learning, such as GPU (Graphics Processing Unit) chips from Nvidia and other manufacturers, along with programming languages like Python, Java, C++, R, Julia, and Scala. And our electrical and computer engineering experts are just as comfortable reviewing electronic circuits and ASIC designs, including in the Verilog and VHDL languages. They are also well-versed in handling diverse training datasets and conducting in-depth data analysis for machine learning applications.
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Expert Witness Services
Barr Group's artificial intelligence experts support plaintiffs and defendants in litigation in U.S. District Courts and State Courts, at the International Trade Commission (ITC), and before the Patent Trial and Appeal Board (PTAB) as well as in arbitration. Our services include:
- Technical assistance with drafting of discovery requests
- Software source code review and analysis
- Source code comparisons for copyright and trade secret theft
- Analysis of electronics and related design documents
- Prior art review for patent invalidity
- Reverse engineering, including disassembly of binary code
- Expert reports, declarations, and witness statements
- Testimony at deposition, oral hearings, and trials
Our experience with artificial intelligence and machine learning algorithms is extensive and includes source code analysis and expert testimony in patent and trade secrets litigation.
Barr Group has a demonstrated ability to quickly activate one or more code reviewers to match the size, scope, and complexity of any project.
Further Reading
- To Err Is Human, To Err at Scale Is AI
- AI Agent Teams Finished My Sci-Fi Novel in 12 Hours
- Are AI Prompts Discoverable? A Federal Ruling and the Expert Work-Product Question
The following is a representative subset of Barr Group's experts who have experience designing and/or testifying about these technologies:
Artificial Intelligence Expert Witness List
The following is a representative subset of Barr Group's experts who have experience designing and/or testifying about these technologies:
Senior software architect with over three decades of enterprise software development and architectural leadership, specializing in virtual agent architectures,…
Senior engineer and signal processing specialist with over three decades of experience designing and implementing advanced DSP systems spanning defense,…
Security architect and senior technology executive with three decades of experience in the design and implementation of cybersecurity threat intelligence, threat…
Professor of computer science with over three decades of expertise in speech recognition, natural language processing, and artificial intelligence. This expert…
This expert is a speech recognition architect and natural language processing specialist with nearly 20 years of experience developing dialogue systems and…
Assistant Professor of information studies with 15+ years of research experience in social media misinformation detection, online political communication…
Professor of the Practice in electrical and computer engineering with over 25 years of senior technical leadership in semiconductor design and microprocessor…
Professor of electrical and computer engineering and a recognized leading authority on programmable, software-defined, and AI-driven cellular networks and…
A network security and Internet measurement expert with over two decades of experience, this expert holds a senior faculty position directing technology policy…
Computer scientist with over two decades of experience architecting medical image computing systems and surgical planning software. This expert specializes in 3D…