Why LLMs still have problems with OCR
Analysis
The article highlights the challenges of document ingestion pipelines for LLMs, particularly the difficulty of maintaining confidence in LLM outputs over large datasets due to their non-deterministic nature. The focus is on the practical problems faced by teams working in this area.
Key Takeaways
- •Document ingestion is a complex, multi-step process.
- •Maintaining confidence in LLM outputs across large datasets is a significant challenge due to the non-deterministic nature of LLMs.
Reference
“Ingestion is a multistep pipeline, and maintaining confidence from LLM nondeterministic outputs over millions of pages is a problem.”