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# Outclassing Frontier LLMs at Extracting Information


- **Date:** Friday, Jul 10, 2026
- **Time:** 14:20–14:50 (30 min)
- **Room:** Stage 1
- **Event:** World Congress 2026 Europe

## Recording

[Watch recording](https://www.wearedevelopers.com/videos/100303-outclassing-frontier-llms-at-extracting-information)

## Description

Accurately extracting information from documents has been a decades-old dream. Many important workflows, from automated back-office processing to enterprise RAG, depend on it. General-purpose LLMs promise to fulfill this dream, but they have drawbacks: they make mistakes, are expensive, and are difficult to use privately.

The solution: specialized LLMs, built specifically for document extraction.

In this talk, I will present NuExtract3, the leading document-extraction LLM specialized in both structured extraction (turning documents into JSON following a schema) and OCR (turning documents into clean Markdown). I will demonstrate its capabilities, discuss what makes it different from general-purpose LLMs, and show how developers can use it either through its open-source version or through the NuExtract Platform.

## Speaker

### [Etienne Bernard](https://www.wearedevelopers.com/@etienne-bernard)

CEO and Co-founder of NuMind


## Related talks at this congress

- [Garbage In, Garbage Out: Engineering Reliable AI Document Extraction Pipelines](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1343-garbage-in-garbage) — Nazeer Saeed
- [From Hallucination to Justification: Hands-On Explainability for LLMs](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1239-from-hallucination) — Lucía Conde-Moreno, Tessel Haagen
- [The LLM Evolution: From Sequence Imitation to Verifiable Reasoning](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1377-the-llm-evolution) — Kamen Petroff
- [Rules, Heuristics, or LLMs? Lessons from Solving the Same Problem Twice](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1113-rules-heuristics-or) — Artur Naumenko