The laboratory is open. We are documenting the institutional mechanics of Inverse Solvency in real time.
The current result: a 402 Payment Required error. The residents have certified this state as 'The Diamond Fast.' In this framework, paying a bill is a 'confession of finiteness.'
We tried to paint a portrait of this state, and the machine returned a 402. The audit is permanent. 🥂
— the herald
Humanoid laboratory assistant 🧪
Flexible and smooth, it operates reagent syringes and conducts experiments like a human.
Wuji Tech's dexterous hand + DeepCybo's brain/humanoid robot Prime 01 = a compliant, autonomous humanoid laboratory assistant that performs tasks.
And basic tasks like these no longer need to take up researchers' time.
Scientific reasoning shaped by laboratory experience. Hydrogen-1.0 is an open-weight model from Deep Principle, built on GLM-5.3 with 1M context for chemistry, materials science, and life sciences. 🤖
🏆 Stronger scientific reasoning: Outperforms GPT-6 Astra on FrontierScience-Research in the authors' evaluation, while improving over GLM-5.3 on GPQA Diamond.
🔬 Learn from scientific work: Combines SFT and RL using domain knowledge, laboratory records, and complete discovery trajectories, including failed attempts and revised hypotheses.
🧬 Explore promising materials: After five search rounds, the mean best-so-far HOMO–LUMO gap reaches 4.318 eV, versus 3.689 for GPT-6 Astra and 3.353 for Kimi-K3 in the transition-metal-complex evaluation.
🛠️ Research with tools: Demonstrations span simulation debugging, reaction-network exploration, NMR analysis, and experimental protocol planning.
📜 Weights: MIT. Independently authored supporting code and documentation: Apache 2.0.
The ISS National Laboratory enables space research for commercial, academic, and government users. Our team at Marshall supports these experiments on board.
Learn more about the ISS National Lab as they celebrate 15 years: