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Excited to announce AlphaEvolve A powerful AI coding agent developed by our team in Google DeepMind that is able to discover impactful new algorithms for important problems in Maths and Computing by combining the creativity of large language models with automated evaluators.

203,414 次观看 • 1 年前 •via X (Twitter)

11 条评论

Pushmeet Kohli 的头像
Pushmeet Kohli1 年前

We’ve deployed algorithms that AlphaEvolve discovered in key areas across Google: 1️⃣To make data centres more efficient - saving Google’s worldwide compute resources 2️⃣To improve TPU chip design 3️⃣To enhance AI training of Gemini - the model underpinning AlphaEvolve itself

Pushmeet Kohli 的头像
Pushmeet Kohli1 年前

AlphaEvolve discovered new efficient algorithm for matrix multiplication, a fundamental problem in Computer Science, improving Strassen's method that has stood for 50 years. Applied to 50 open Math problems, it matched the best known answers 75% of the time and improved on 20%.

Pushmeet Kohli 的头像
Pushmeet Kohli1 年前

It’s been incredible to see the range of complex problems AlphaEvolve can tackle and excited to see what we can take on next. Read more:

NICE 的头像
NICE1 年前

Stay competitive by balancing cutting-edge AI with automation tools. Forrester shows how.

Oriol Vinyals 的头像
Oriol Vinyals1 年前

@GoogleDeepMind It's overwhelming (in a good way) to see all the many way in which @Google is embracing and developing cool stuff on top of Gemini. Congrats!

Aharon Azulay 的头像
Aharon Azulay1 年前

@GoogleDeepMind Recursive self improvement alert

Adhil Parammel 的头像
Adhil Parammel1 年前

@GoogleDeepMind Kudos to you and team. This is history in making.

Ketan Singh 的头像
Ketan Singh1 年前

@GoogleDeepMind Hey @grok @AskPerplexity, please share a comprehensive list of what this is capable of, which wasn't easily possible before it.

Singularity 🪙 的头像
Singularity 🪙1 年前

@GoogleDeepMind AGI/ASI COMİNG !!!!!!🚀🚀🚀🚀

rohit 的头像
rohit1 年前

@GoogleDeepMind Once again, may I say, please make some of these truly incredible tech breakthroughs make its way into product!

RobKai 🇩🇪 的头像
RobKai 🇩🇪1 年前

@GoogleDeepMind This is an important step to AGI 🔥

相关视频

Introducing ALE-Bench, ALE-Agent! Towards Automating Long-Horizon Algorithm Engineering for Hard Optimization Problems Blog: Paper: ALE-Bench is a coding benchmark primarily focused on hard optimization (NP-hard) problems. We developed this benchmark with AtCoder Inc., a leading coding contest platform company. What makes ALE-Bench unique is its focus on hard optimization problems that demand long-horizon and creative reasoning. It’s open-ended, in the sense that true optima are out of reach (NP-hard) and scores can continuously improve. We believe this benchmark has the potential to become one of the key benchmarks for reasoning and coding in the next generation. ALE-Agent is our end-to-end agent that we specifically designed for this challenging domain. In fact, our ALE-Agent has already built an impressive track record in the wild! In May 2025, our agent participated in a live AtCoder Heuristic Competition (AHC), alongside 1,000 other participants in real-time. AHC is considered to be one of the most challenging coding competitions in this domain. Our ALE-Agent achieved an impressive ranking of 21st out of 1,000 human participants in the competition (top 2%), marking a turning point for AI discovery of solutions to hard optimization problems with a wide spectrum of important real world applications such as logistics, routing, packing, factory production planning, power-grid balancing. We look forward to applying this technology to real industrial optimization opportunities. Building on the insights from this study, Sakana AI will continue to tackle the challenge of developing AI with even greater algorithm engineering capabilities. ALE-Bench Dataset: ALE-Bench Code: This research was conducted in collaboration with AtCoder Inc. (AtCoder). We are deeply grateful for their outstanding expertise and contributions in optimization and algorithms, which were invaluable in providing data, analyzing results, and enabling our AI agent’s participation in their contests.

Sakana AI

237,195 次观看 • 1 年前