O código da IA tá treinando a próxima IA. com lixo.

42% do código commitado hoje tem dedo de IA. E esse código tá entrando nos mesmos repositórios que vão treinar os modelos do futuro. A IA tá aprendendo com o lixo que ela mesma gerou.

Nesse vídeo eu mostro o ciclo vicioso que ninguém quer admitir: datasets de treinamento cheios de código vulnerável, model collapse comprovado pela Nature, copy-paste explodindo enquanto refatoração despenca, e o caso do Spotify que parou de escrever código na mão.

🪑 Cadeira ELEMENTS (cupom MANO): https://links.chorume.dev/elements
📱 Conta Dev: https://links.chorume.dev/contadev-ig

⭐ Seja membro do canal: https://www.youtube.com/channel/UC1VZDEtGNxfQzh7EYcD2frg/join
📸 Instagram: https://instagram.com/manodeyvin
📌 Canal de cortes: https://www.youtube.com/@cortesdomanoofc
📰 Newsletter: https://manodeyvin.com.br

Fontes e referências citadas no vídeo:

- Relatório Sonar (42% código AI-assistido): https://shiftmag.dev/state-of-code-2025-7978/
- Paper "Cracks in The Stack" (dataset StarCoder): https://www.arxiv.org/abs/2501.02628
- Paper Model Collapse (Nature): https://www.nature.com/articles/s41586-024-07566-y
- Paper "Self-Consuming Models Go MAD": https://aethercouncil.com/research/model-collapse-ai-feedback-loop-poisoning-training-data
- Relatório GitClear (qualidade de código 2025): https://www.gitclear.com/ai_assistant_code_quality_2025_research
- DORA Report 2024 (Google Cloud): https://cloud.google.com/blog/products/devops-sre/announcing-the-2024-dora-report
- Spotify + Claude Code (TechCrunch): https://techcrunch.com/2026/02/12/spotify-says-its-best-developers-havent-written-a-line-of-code-since-december-thanks-to-ai/
- Ox Security — código AI e dívida técnica: https://www.infoq.com/news/2025/11/ai-code-technical-debt/
- Paper "Is Model Collapse Inevitable?": https://openreview.net/forum?id=5B2K4LRgmz
- StarCoder no Hugging Face: https://huggingface.co/bigcode/starcoder

#ia #programação #dev #código #copilot #chatgpt #github #modelcollapse #qualidadedecódigo #manodeyvin
---
Edição: https://editorlivre.com/ Receive SMS online on sms24.me

Watch on YouTube

Subscribe on YouTubeReaderBot

TubeReader video aggregator is a website that collects and organizes online videos from the YouTube source. Video aggregation is done for different purposes, and TubeReader take different approaches to achieve their purpose.

Our try to collect videos of high quality or interest for visitors to view; the collection may be made by editors or may be based on community votes.

Another method is to base the collection on those videos most viewed, either at the aggregator site or at various popular video hosting sites.

TubeReader site exists to allow users to collect their own sets of videos, for personal use as well as for browsing and viewing by others; TubeReader can develop online communities around video sharing.

Our site allow users to create a personalized video playlist, for personal use as well as for browsing and viewing by others.

@YouTubeReaderBot allows you to subscribe to Youtube channels.

By using @YouTubeReaderBot Bot you agree with YouTube Terms of Service.

Use the @YouTubeReaderBot telegram bot to be the first to be notified when new videos are released on your favorite channels.

Look for new videos or channels and share them with your friends.

You can start using our bot from this video, subscribe now to O código da IA tá treinando a próxima IA. com lixo.

What is YouTube?

YouTube is a free video sharing website that makes it easy to watch online videos. You can even create and upload your own videos to share with others. Originally created in 2005, YouTube is now one of the most popular sites on the Web, with visitors watching around 6 billion hours of video every month.