Start by matching the task to your current comfort level, not your long-term ambition.
getting started
A simple framework for choosing a competition that teaches instead of overwhelming you.
Guide body
This section keeps the judgments and prep points worth understanding first.
Start by matching the task to your current comfort level, not your long-term ambition.
For a first competition, prefer beginner or practice labels, clear metrics, and a modest compute requirement.
If you cannot explain the evaluation metric or produce a simple baseline, the competition is probably too early.
Keep exploring
These cards connect the guide back to concrete competition entries.
Tabular
Build AI solutions with BigQuery
Registration
Registration open
Prize
$100,000
Difficulty
Beginner
Beginner score 82/100
General ML
Teach a LLM to reason using Tunix, Google’s new JAX-native library for LLM post-training.
Registration
Registration open
Prize
$100,000
Difficulty
Beginner
Beginner score 74/100
LLM
a. 无影版DeepSeek Harness 怎么改造,写出来赢 10000 灵豆(无影云电脑使用时长)!无影云电脑已上线 DeepSeek Harness 官方镜像,开机即用、环境预装,省去折腾 Node/Python/npx 的时间。8 月 26 日 - 10 月 8 日,魔搭社区开发者晒出你在无影云电脑上的 Harness 真实玩法:最强插件组合(用最少插件完成最复杂任务)、自定义插件开发、工作流对决(同一任务不同解法对比)、环境踩坑实录,四条赛道任选其一。500-2000 字技术帖 + 至少 3 张配图 + 1 段可直接复用的内容(插件配置 YAML / 自定义插件代码 / 量
Registration
15 days left
Prize
Prize TBA
Difficulty
Beginner
Registration deadline · Oct 8, 2026 · Beginner 78/100