{"id":"4JGEt8w8NJI","title":"Can AI Master Competitive Programming? Here's What We Found","description":"Our goal is to make AI models more capable by teaching them to solve competitive programming challenges. The task is complex and self-contained, requiring deep reasoning. Sometimes the AI solves problems autonomously with minor fixes, but other times it struggles and can't figure it out. Watch as we explore how AI handles these tough tasks. #CompetitiveProgramming #TeachingReasoning #AnnotatedSteps #AIAlgorithm #ProblemSolving #ReasoningSkills #ProgrammingCommunity #AIAssistedLearning #AIInnovation #TechTrends #NEARai #NEARprotocol","channel_name":"NEAR Protocol","published_at":"2024-07-31T00:00:00.000Z","thumbnail_url":"https://img.youtube.com/vi/4JGEt8w8NJI/hqdefault.jpg","transcript_text":"one of the uh North Stars we have is to make models reasonable and an interesting way to approach it is to teach them uh to solve competitive programming which is a very self-contained task which requires a lot of reasoning and I think is nowhere close to being solved yet effectively it either solves the problem fully like no human intervention required it just you know like step step step maybe a small mistake fixes it fully solves it submits it's accepted or it's clueless right so like it's it just has no idea what to do no matter how much you nud it to in the right direction","transcript_synced_at":"2026-11-03T05:40:28.695Z","segments":[{"start_seconds":0,"text":"one of the uh North Stars we have is to make models reasonable and an interesting way to approach it is to teach them uh to solve competitive","url":"https://www.youtube.com/watch?v=4JGEt8w8NJI&t=0s"},{"start_seconds":8,"text":"programming which is a very self-contained task which requires a lot of reasoning and I think is nowhere close to being solved yet effectively it","url":"https://www.youtube.com/watch?v=4JGEt8w8NJI&t=8s"},{"start_seconds":16,"text":"either solves the problem fully like no human intervention required it just you know like step step step maybe a small mistake fixes it fully solves it submits","url":"https://www.youtube.com/watch?v=4JGEt8w8NJI&t=16s"},{"start_seconds":25,"text":"it's accepted or it's clueless right so like it's it just has no idea what to do no matter how much you nud it to in the right direction","url":"https://www.youtube.com/watch?v=4JGEt8w8NJI&t=25s"}],"youtube_url":"https://youtube.com/watch?v=4JGEt8w8NJI","url":"https://near-pedia.xyz/videos/4JGEt8w8NJI"}