Valency Blog
Updates and thoughts from the team building Valency, the home for people-centered, AI-accelerated research.
- Post 14Valency hubIn the news
Valency hosting AI-accelerated math works from OpenAI
A new Hub collection brings together the 722 math results OpenAI released today, with the proofs alongside the papers.
- Post 13CompanyValency hub
Valency Hub: A new home for research
Accelerating the frontiers of science and math requires a new surface for agents and people alike.
- Post 12In the newsValency bond
arXiv is tapping the brakes
A cap of two submissions a month looks like a small policy change. For many of us in science, it's a sea change.
- Post 11CompanyValency bond
Valency Bond Is Live for All Users
Starting today, integrate with the AI systems you already use to instantly access over 44.5 million papers.
- Post 10Analysis
Why be uncertain?
TypeSafe's Jev returns decisions with calibrated probabilities attached. Keeping those probabilities (rather than collapsing them to YES/NO) is what buys you composition, intelligent randomness, and a signal for when to try harder.
- Post 9Company
Advisory Board Highlight: Fernando Pérez
The creator of IPython and Jupyter joins Valency as an advisor.
- Post 8Company
Valency Advisory Board
Highlighting Prof. Steinn Sigurðsson, Scientific Director of arXiv
- Post 7Analysis
Navier-Stokes and the Future AI Acceleration in Science
A partial resolution of a Millennium Prize problem is a milestone for frontier models in the "thinking" layer of science. But axiomatic reasoning, while foundational, is only a component of the scientific stack that runs up through compute, data, and new instruments.
- Post 5Analysis
Science Won't Wait for Its Institutions
Notes from one of our salon dinners on AI + science: the core takeaway was that the hardest problems ahead are more social and institutional than technical.
- Post 6Company
We're Joining the Agentic AI Foundation (AAIF) to Help Open Protocols Work for Science
The Internet was built on open protocols. AI-accelerated science should be too.








