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

We operate at the intersection of deep domain expertise and compute, building the translation layers that turn complex physical data into predictive, systemic outcomes.

For decades, industries have been constrained by physical and computational limitations—bandwidth, cost, complexity, scale. At SRG, we believe the era of managing constraints is over. We build AI architectures that utilize proprietary domain data to outmaneuver traditional optimization strategies.

Initiatives and Solutions

• Drug Discovery Predictive system toxicology (MPS translation layer) 

• Biomechanical analysis 

Foundational Research & Publications:

• Drug Discovery - Uncovering hidden knowledge in biomedical literature for drug discovery

  • Medical ontology-driven B-term discovery for novel pharma / biopharma target identification

  • 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)?