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Introducing LightOn Console

Production-grade retrieval pipeline. Free Tier. Sign up. Ship

June 2, 2026

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The €825,000 you saved before lunch

The impossible use case - Season 1, episode 01: Procurement

May 13, 2026

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Deep Research is now Open

Agent-ModernColBERT adds ~10% over Reason-ModernColBERT on BrowseComp-Plus, stays at 149M parameters, and brings GPT-5 + Qwen3-8B-level retrieval performance to a fully open stack.

May 12, 2026

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EDiTh: Sharing the Data Nobody Shares

Meet EDiTh: a synthetic enterprise corpus built to benchmark what public datasets can't touch: 1,004 PDFs in six languages and 36 ground-truth use cases.

April 27, 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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🔴 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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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

Blog

Introducing LightOn Console

The €825,000 you saved before lunch

Deep Research is now Open

EDiTh: Sharing the Data Nobody Shares

Your RAG Pipeline Is Eating Your Roadmap

🔴 The Retriever You Actually Need

Document Intelligence at First Sight

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

LightOn | News April 2026

The Bloated Retriever Era Is Over

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