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Systematic Grounding: How to Control AI Agent Token Costs

Token prices are collapsing. Your bill is climbing anyway. The agent era rewrote the math, and most teams now pay full price for tokens their model never needed.

June 11, 2026
Blog
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The At-Risk Supplier You Were About to Double Orders With

Impossible Use Cases - Season 1, Episode 06: Quality

June 10, 2026
Use Cases
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The Security Clearances Your Records Still Believed Were Valid

Impossible Use Cases, Season 1 Episode 05: Security & Defense

June 4, 2026
Use Cases
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LightOn Signs Agreement with Infocom’94 to Accelerate the Deployment of Sovereign Generative AI for Local Authorities

Through this agreement, Infocom’94 will be able to integrate LightOn’s AI solutions at the heart of local authorities’ digital services, with one non-negotiable requirement: citizens’ data must remain under sovereign control.

May 27, 2026
Blog
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The critical systems your cyber audit never saw

The impossible use case
Season 1, Episode 03: Cybersecurity

May 26, 2026
Use Cases
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The “force majeure” ambiguity you untangled in a single question

The impossible use case - Season 1, episode 02: Legal

May 22, 2026
Use Cases
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LightOn x Idun: Anatomy of an Agent in Production

How LightOn Console + Idun Agent Platform put a production RAG agent into the hands of any team. Knowledge layer + runtime, MCP-bridged, open source. Tested on French HR documents.

May 20, 2026
Use Cases
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LightOn joins the AION consortium, led by Ardian, Artefact, Bull, CapGemini, EDF, the Iliad Group, Orange, and Scaleway

Bid for a European AI Gigafactory in France

May 20, 2026
Blog
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Adaptive Chunking: Reasoning Starts Before the LLM Sees a Token

Document-aware chunking selection for production RAG systems

May 19, 2026
R&D

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