AlphaEvolve: Coding agent for designing advanced algorithms

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## AlphaEvolve: Gemini-Powered Algorithm Discovery Agent

**From:** Google DeepMind

**Core Function:** A coding agent for algorithm discovery.

**Key Capabilities & Achievements:**

* **Designs faster matrix multiplication algorithms:**

* Has identified multiple new algorithms.

* Outperforms the previous model, AlphaTensor.

* **Finds new solutions to open mathematical problems.**

* **Enhances efficiency across Google's ecosystem:**

* Optimizes data center scheduling.

* Assists in hardware/chip design.

* Improves AI training and inference.

**How it Works:**

* **Utilizes LLMs:** To synthesize information about problems, previous attempts, and to propose new algorithm versions.

* **Employs Automated Evaluation:** To systematically measure progress on solvable problems.

**Deployment:**

* Deployed across Google’s computing ecosystem (data centers, software, hardware) over the past year.

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