Remodelling the world
with AI

A FULL-STACK AI RESEARCH LAB

We build across the stack: foundation models, inference, voice, agentic architectures, robotic systems and reinforcement learning.
If a problem is interesting and tractable, we work on it.

Research
EssaySystems

On systems of intelligence

Through systems of records, engagements, predictions, states and agents.

JUL 2026
SystemsResearch

Looped language models

Trading unique parameters for recurrent depth, and attempting to make single-user decode compute-bound by keeping a looped transformer block resident in L2 cache.

JUL 2026
SafetyResearch

Sarvam's illusion of safety

An independent mechanistic and adversarial audit of Sarvam-30B and Sarvam-105B across 14 Indian languages. The models are 6x more likely to comply with harmful requests in Indian languages than in English.

MAR 2026
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Products
Overhear DEFUNCT

A voice-native operating system. Email, web search, tasks and workflows through conversation. No screen required.

NO LONGER MAINTAINED
In stealth, coming soon.

We're assembling the best team in the world, to solve the hardest problems in AI.

Mail us at hi@goedelmachines.com