iChancellor’s AI
Research

Open science at three frontiers

Everything we publish is reproducible by design: open weights, open data, open hardware schematics. Browse our programs and the latest results from each lab.

Flagship platforms

The instruments we build

Long-horizon research needs long-lived infrastructure. These platforms anchor every program at the academy.

Chancellor-1

Open 70B Large Action Model

Trained on 4.1T fully documented tokens. Weights, data mix, and every intermediate checkpoint will be public.

launches Sep 9, 2026 · Apache-2.0
Atlas-H

Humanoid research platform

A 1.6 m, 34-DoF humanoid with open control stack, built for contact-rich manipulation research in the field.

rev C · open hardware
QuArc-128

Error-corrected quantum testbed

128 superconducting qubits with real-time decoding; remote access granted to 46 academic groups.

gen 3 · open access
Publications

Latest results

Jun 2026NeurIPS (in review)
Research AI

Chancellor-1: A Fully Open 70B Model for Scientific Reasoning

Iyer, B. Choudhary, R. Choudhary, Beaumont, et al.

Complete training recipe, data audit, and capability account for our flagship open model.

PDF · Code · Weights
Jun 2026Nature Physics
Quantum

Below-Threshold Surface-Code Memory on a 128-Qubit Processor

Singh, Weiss, Adeyemi, et al.

Logical error rate halves with each increase in code distance — with full calibration data released.

PDF · Data
May 2026RSS 2026
Physical AI

Contact-Consistent World Models from 11,000 Hours of Manipulation

Zhou, Roy, Lindqvist, et al.

A dynamics model that stays calibrated through collision and occlusion, enabling long-horizon planning.

PDF · Dataset
May 2026ICML 2026
Research AI

Auditable Pretraining: Tracing Model Capabilities to Data Sources

Beaumont, Krishnan, Osei, et al.

Attribution tooling that links emergent capabilities to specific slices of the training corpus.

PDF · Code
Apr 2026PRX Quantum
Quantum

Neural Decoders for Real-Time Quantum Error Correction

Weiss, Iyer, Tanaka, et al.

A learned decoder that beats matching-based baselines at 1 μs latency on live hardware.

PDF · Code
Apr 2026Science Robotics
Physical AI

Season-Scale Autonomy: Atlas-H in Agricultural Field Trials

Roy, Nwosu, Halvorsen, et al.

Design and safety case for a humanoid platform operating alongside people for a full growing season.

PDF · Video
Mar 2026TMLR
Research AI

Benchmarks That Resist Contamination: A Living Evaluation Protocol

Okafor, Marchetti, Singh, et al.

A continuously refreshed evaluation suite whose items provably postdate any model's training cutoff.

PDF · Benchmark
Feb 2026Nature Chemistry
Quantum

Hybrid Quantum–Classical Simulation of Nitrogenase Active Sites

Adeyemi, B. Choudhary, Bergström, et al.

A chemistry milestone: qubit resources reduced 40× via AI-selected active spaces.

PDF · Data
Access

Every artifact on this page is free to download, licensed to reuse, and documented to reproduce.