Updates
News and insights from Innomium.
Model releases, platform announcements, and engineering perspectives.
vision
Building the Innomium Vision Layer
How we turn existing camera infrastructure into real-time intelligence — without new hardware, cloud lock-in, or heavyweight models.
June 28, 2026
vision
Sentinel Hits 92% on Crowd Scenes
Our edge person detector now holds 92% accuracy on dense airport and stadium footage — in a 19MB ONNX package with a live browser demo.
July 2, 2026
vision
Ember: Outdoor Fire Detection for Mission Sites
Fire and early-smoke detection tuned for outdoor fuel, logistics, and perimeter monitoring — now shipping with live demos and an active builder challenge.
July 8, 2026
vision
Vantage Reaches 93% on Highway Scenes
Vehicle detection optimized for toll lanes, merge points, and low-light traffic — compact enough for edge gates and parking operations.
July 5, 2026
vision
Distilling Vision Models 100× Smaller Than Foundation Backbones
Mission detectors do not need billion-parameter backbones. Here is how Innomium distills task-specific skills that stay accurate at a fraction of the size.
June 15, 2026
llm
Introducing Continuum1-9B
A fully linear 8.6B foundation model with 2M native context — hybrid GLA + Gated DeltaNet, open weights, and production kernels on Hugging Face.
March 1, 2026
llm
Why Linear Attention for 2M Context
Quadratic attention does not scale to million-token workloads. Continuum's linear layers keep latency predictable for production pipelines.
February 20, 2026
platform
Innomium Arena: 2026 Challenge Season Recap
Five completed rounds across vision and LLM — Sentinel, Ember, Vantage, and Continuum kernel sprints with 391 total participants.
July 10, 2026
company
Outsourcing AI When You Need Production, Not Slides
How to extend your team with specialized vision and LLM talent — without six-month hiring cycles or science-project deliverables.
July 1, 2026