Yuxin Wang

There s a lot of noise about what s breaking in AI.

But here s something we don t celebrate enough:

Systems today fail less than they did even a few months ago.

Agents recover from interruptions.
Workflows resume where they left off.
Context carries more reliably across chains.
Tooling ecosystems are maturing faster than anyone expected.

A lot of us think pivoting means tearing everything down and starting over or taking a hard left turn and never looking back

For us, we ve learned that a pivot was actually just a shift toward what we were actually building the whole time.

We ve officially benchmarked Dropstone against the AGCI Benchmark a framework designed to evaluate adaptive and long-term cognitive intelligence in artificial systems.

Unlike traditional reasoning tests, AGCI measures how well systems learn, remember, and reason across sessions essentially assessing continuity, adaptability, and persistent understanding.