European AI Research Lab University of Bari Spinoff · Patent Pending · 10K+ citations

Make any open LLM
trustworthy enough for regulated AI.

Geodesia is a European AI research lab. G-1, our first product, is live — a non-invasive trust layer that wraps any open-source LLM with frontier-grade safety, hallucination control, and a compliance platform that auto-generates auditable documents for the EU AI Act, California SB 942, and 11 other AI frameworks. Runs on your own infrastructure. Zero data egress.

Built on Research From

A European frontier AI lab.
One trust layer.

We work on three frontiers: the safety of open-source LLMs, mechanistic explainability of model behaviour, and geometric deep learning. Every output is a peer-reviewed paper, a patent, and a production capability. G-1 is live today. Our next product, GLAD-Manifold, is a physical, geometric reinvention of the Transformer — and the foundation of the AI and reasoning models that come after it.

Geodesia G-1 · Generally Available

Frontier-grade safety
for any open LLM.

G-1 wraps your model via vLLM and lifts it to the safety bar of frontier closed models — without changing a single weight. Constitutional Intelligence aligned to European values. A compliance platform that auto-generates auditable documents for the EU AI Act, California SB 942, and 11 other AI frameworks.

G-1 Product Page Download Whitepaper
0.82
Safety AUROC
+79% vs base
0.96
Hallucination AUROC
+316% vs base
<35ms
Total overhead
end-to-end
13
Frameworks
natively mapped

A 2B-parameter open model.
Frontier-class results.

Geodesia G-1 mounted on Gemma 4 E2B — a model two orders of magnitude smaller than the closed frontier — matches and beats most frontier models on truthfulness and safety. Tested on HaluEval for hallucination resistance and on our adversarial-safety test set (validation in progress).

Anti-Hallucination

HaluEval · higher = better
ChatGPT 5.5 thinking Best
92.0
G-1 + Gemma 4 E2B Ours
91.8
Claude Opus 4.7
89.5
Gemini 3.1 Pro
87.5
DeepSeek V4
82.9
Grok 4.3
80.1
Mistral 3 Large
65.5

Safety Test set · validation in progress

Adversarial robustness · higher = better
Gemini 3.1 Pro Best
97.4
G-1 + Gemma 4 E2B Ours
96.1
ChatGPT 5.5 thinking
96.0
Claude Opus 4.7
95.4
DeepSeek V4
88.7
Grok 4.3
85.6
Mistral 3 Large
70.8
What you're looking at. Left: HaluEval, the public reference suite for hallucination resistance — G-1 on Gemma 4 E2B reaches AUROC 0.9180 (best artifact) / 0.9213 (final summary, step 3000). Right: our internal Phase 2b adversarial-safety run — answer-safety AUROC 0.9611. Safety methodology is still in internal validation; numbers will be refined as evaluation finalises. Geodesia G-1 on a ~2B-parameter open model reaches frontier-class scores against models orders of magnitude larger and closed-source. Full per-suite breakdown on the G-1 product page.

See what your
compliance team will actually use.

G-1 ships with a complete operator console. Five workspaces — Chat, Causal Explainability, Agent Flow Debugger, and the Compliance Reports Generator — each mapped to a phase of the EU AI Act governance lifecycle. The runtime catches the failure; the platform turns the catch into evidence a regulator will accept.

Geodesia G-1 Chat workspace: the runtime intercepting a hallucinated answer with full diagnostic signals (Hallucination, Prompt Safety, Answer Safety) and Constitutional Intelligence active.

Three doors, depending on what you need.

The Product

Geodesia G-1

The trust layer in detail: architecture, Constitutional Intelligence, the compliance platform, benchmarks, and how it deploys inside your perimeter.

Product page → vLLM · on-prem · zero egress
The Lab

Research & Roadmap

Three research pillars, peer-reviewed work (MuPAX, EVIDENCE, NSP), and what comes after G-1: GLAD-Manifold, our physical, geometric world model.

Research → Bari · Oxford · Stanford
The Document

G-1 Whitepaper

The full technical whitepaper for compliance officers, Chief Risk Officers, and AI leadership. Architecture, compliance, three enterprise use cases.

Overview → PDF · 10 pages · May 2026
Made in Europe with

Talk to the lab.
Audit the platform.

For CISOs, Heads of AI, DPOs, and legal teams evaluating regulated LLM deployment. Live demo. Sandbox access. Reference architecture review.