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Cursor Releases Composer 2.5: AI Coding Assistant with Improved Intelligence and Long-Task Performance

By

asar

13d ago· 7 min readen

Summary

Composer 2.5 is a major update to the AI-powered coding assistant available in Cursor. It delivers substantial improvements in intelligence, behavior, and reliability over its predecessor, particularly for long-running, complex tasks. The improvements were achieved through scaled training, more complex reinforcement learning environments, and new learning methods. The model also features better communication style and effort calibration, though these behavioral improvements are not well captured by existing benchmarks.

Key quotes

· 5 pulled
Composer 2.5 is now available in Cursor.
It's a substantial improvement in intelligence and behavior over Composer 2.
It is better at sustained work on long-running tasks, follows complex instructions more reliably, and is more pleasant to collaborate with.
We improved Composer by scaling training, generating more complex RL environments, and introducing new learning methods.
These dimensions are not well captured by existing benchmarks.
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A substantial improvement in intelligence and behavior over Composer 2, particularly on long-horizon agentic tasks.

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