LightOn | News April 2026

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

April 3, 2026

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TL;DR

NEWS

TRENDING TODAY.
IN PARADIGM NOW.

Igor Carron

LightOn CEO

Search just became better.

LightOn’s Reason-ModernColBERT rewrites the rules: 54× smaller, 7+ points higher, and the new top score on the hardest search benchmark on earth.

Most engines match patterns. LightOn finds answers.

The 7-point gap is that difference, measured.

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.

TECH TALKS

AI Highlights

Scaling enterprise OCR without choosing between quality and cost

Most OCR solutions force a trade-off. LightOnOCR-2-1B doesn’t. See how it performs on the benchmarks that matter.

Read now →

Numbers Over Vibes: a RAG evaluation framework that actually works

NOVA: a guide to actually measuring how your agent works on your data. Grounded results, not gut feeling.

Read now →

Podcast

Multi-Vector Search with Amélie Chatelain and Antoine Chaffin, Weaviate Podcast

Two LightOn researchers break down what multi-vector retrieval actually is, why late interaction changes the game, and what ColBERT-Zero means for enterprise search.

Watch now →

PARTNERSHIP

LightOn now has real-time web access.

LightOn announces a strategic partnership with Linkup, the French startup specializing in web search built for AI applications.

LightOn now combines sovereign, on-premise retrieval with live web intelligence, without leaving your security perimeter.

Read the announcement

SUCCESS STORY

30% fewer IT support tickets
for Région Île-de-France.

The problem wasn’t a lack of knowledge. The information already existed, but it was hard to reach: scattered documentation, an underperforming intranet, and agents who ended up calling support directly.

With LightOn: sovereign AI in production, integrated into existing tools, answering IT agents’ questions in seconds.

Read the case study