Qiuyang Mang

@mangqiuyang

PhD student at UC Berkeley @BerkeleySky. Former ICPC World Finalists; Opinions are my own

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FrontierCS 2 launches 48 paper-based computer science tasks for AI agents

Wenhao Chai says the team built its tasks from published papers and refined them with field experts.

16 Sources, 17d ago, updated 17d ago

EasyPPO is pitched as more stable PPO for LLM post-training

The EasyPPO announcement says it fixes the critic while leaving the actor update unchanged, with no new actor loss or policy algorithm.

6 Sources, 40d ago, updated 40d ago

Human coders reportedly show super-linear scaling on 14-day tasks

A researcher comparing expert coders with coding agents on AtCoder Heuristic Contest tasks interprets the human results as evidence that people learn about a problem while solving it.

4 Sources, 55d ago, first seen 55d ago

Featured in

FrontierCS 2 launches 48 paper-based computer science tasks for AI agents

EasyPPO is pitched as more stable PPO for LLM post-training

Human coders reportedly show super-linear scaling on 14-day tasks

Featured in

FrontierCS 2 launches 48 paper-based computer science tasks for AI agents

EasyPPO is pitched as more stable PPO for LLM post-training

Human coders reportedly show super-linear scaling on 14-day tasks