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Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition

INVESTOR TAKEAWAY

In this report, we introduce Sage-A1. 5, a 35B Mixture-of-Experts agentic model that builds on A1 to advance long-horizon problem solving through adaptive capability composition.

ORIGINAL PAPER

Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition

WHAT WE KNOW

Compared with A1, Sage-A1. 5 learns not only to solve individual tasks, but also to organize work and revise its approach during execution. Sage-A1.

WATCH NEXT

Review the primary source, validate the main result, and establish whether any listed-company transmission is direct.

EVIDENCE

What the evidence supports so far

Research signals

agent

reasoning

scaling

What remains unverified

The full methodology, effect size, and limitations still require analyst review.

Company impact remains unverified until a direct economic transmission is established.