Today, AI can generate tons of code—but how do we know if it's good?

That's why we built Sculptor: the first coding agent environment.

Sculptor helps you catch issues, write tests, and improve your code—all while you work in your favorite editor. When you connect Sculptor to your codebase, it checks for issues like missing tests, hardcoded variables, race conditions, and more.

Launch agents to fix the issues, and see the diff before applying. Here’s how it works: tryimbue.link/bATjRQ7

Reflections on UK AI Safety Summit👇

1/ People agree way more than expected. National ministers, AI lab leaders, safety researchers all rallied on infrastructure hardening, continuous evals, global coordination.

Views were nuanced; Twitter is a disservice to complex discussion. 2/ Many were surprised by the subsequent summits announced in Korea & France. This essentially bootstraps AI dialogue between gov'ts—it’s brilliant.

With AI race dynamics mirroring nuclear, no global coordination = no positive future. This felt like a promising inflection point.

In the past year, I’ve talked to many bright, curious, ambitious people who believed they couldn’t do research. That was me, not long ago.

Here I share my improved understanding in hopes of offering a more empowering model of what research entails:

kanjun.me/writing/resear… Research is simply a continuation of something we already naturally do: learning.

Learning happens when you understand something that someone else already understands.

Research happens when you understand something that nobody else understands yet.

Reflections on Miami so far👇

1/ This city makes me feel shameless. I can wear anything, dance on the street, wear nothing, shout at the top of my lungs, and nobody will blink an eye. This is liberating! 2/ SF sells efficiency, but Miami sells entertainment. The connection to consumer trends & what’s hot & what will sell feels reminiscent of LA.

By contrast, SF focuses on optimizing inefficiencies in consumers’ lives, which can be shortsighted.