Silicon Research Group (SRG) operates to advance the understanding and application of modern AI  

Research on deriving value from the structure of knowledge:

• Enterprise AI - the new logic of value creation in the AI era

• Drug Discovery - AI Arrowsmith B-term discovery for novel pharma / biopharma target identification

  • Uncovering hidden knowledge in biomedical literature for drug discovery

  • Multi-dimensional feature extraction (beyond binary terms) for accelerated drug target identification?

• Narrow hybrid LLMs for information retrieval and association

• Language and semantic-defined boundaries in LLMs

  • Do natural language constraints drive AI hallucinations in sparse-data domains (e.g., drug discovery, econ)?

Consulting to accelerate enterprise insight and efficiency:

• Implementing proprietary ontologies to develop value-driven AI capabilities in the organization

• AI process efficiency improvement consulting

• Executive coaching for engineers - influence, presence and persuasion