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🔴 The Retriever You Actually Need

Introducing LateOn and DenseOn, two Apache 2.0 retrievers: SOTA on BEIR, built to generalize.

April 21, 2026

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Your RAG Pipeline Is Eating Your Roadmap

The production gap, the retrieval trap, and the way out.

April 24, 2026

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Document Intelligence at First Sight

OriOn-Qwen-SR1: Fast Implicit Reasoning for Long Documents

April 9, 2026

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Open-Source LightOnOCR-2 Just Outscored Claude, GPT-5, Qwen3, Mistral and Mathpix at Table Extraction

The most valuable information in enterprise documents doesn't live in paragraphs. It lives in tables

April 7, 2026

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LightOn | News April 2026

Trending Today. In Paradigm Now. Discover LightOn's latest breakthroughs.

April 3, 2026

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The Bloated Retriever Era Is Over

Reason-ModernColBERT tops BrowseComp-Plus, the most rigorous agentic search benchmark, across every metric, with 54× fewer parameters and fewer search calls.

March 19, 2026

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LightOn Enhances Its Paradigm Platform with Real-Time Web Access Through a Strategic Partnership with Linkup

LightOn, a leading French provider of secure AI for sensitive data, announces a strategic partnership with French startup Linkup, which specializes in web search designed for AI applications.

March 12, 2026

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