The next era
of work.
Notes from building a digital workforce.
Ideas, questions, and convictions from the lab.
Dynamic Workers
The work should determine the workforce.
October 3, 2026 / 5 min read
Directed Attention
A worker can see the right information and still miss what matters. Why attention should follow the goal, preserve context, and end in a result someone can use.
September 18, 2026 / 5 min read
Streaming Vision
Vision, reasoning, and action in parallel. Our research direction for keeping a digital Worker in contact with work as it changes.
September 11, 2026 / 5 min read
The Digital Worker
A mission instead of a prompt. A visible journey through real software. An outcome you can verify. The product conviction behind Momentum.
September 4, 2026 / 5 min read
Beyond the Model
Intelligence alone is not a workforce. The case for an operating system that makes digital workers dependable, useful, and radically more accessible.
August 28, 2026 / 5 min read
Seven Frontiers
Kernels, agents, desktop, vision, infrastructure, audio, and post-training. A research agenda for the people who want to build the whole worker.
August 21, 2026 / 6 min read