# gen ai

Published articles for gen ai.

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## AI-generated code is overwhelming reviewers and changing pull request approval practices

DevFeed: [AI-generated code is overwhelming reviewers and changing pull request approval practices](<https://devfeed.tech/articles/can-you-review-this-pr-quickly-25147.md>)

Original publisher: [Read original article](<https://blog.droidchef.dev/can-you-review-this-pr-quickly/>)

Author: Ishan Khanna

Published: 2026-08-01T19:45:03Z

Content type: opinion

Language: en

Sources: [Ishan Khanna](<https://devfeed.tech/sources/ishan-khanna.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Pull Request](<https://devfeed.tech/topics/pull-request.md>), [Code review](<https://devfeed.tech/topics/code-review.md>), [GitHub](<https://devfeed.tech/topics/github.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [code](<https://devfeed.tech/tags/code.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [code-reviews](<https://devfeed.tech/tags/code-reviews.md>), [developer-experience](<https://devfeed.tech/tags/developer-experience.md>), [gen-ai](<https://devfeed.tech/tags/gen-ai.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [github](<https://devfeed.tech/tags/github.md>), [large-language-models](<https://devfeed.tech/tags/large-language-models.md>), [llms](<https://devfeed.tech/tags/llms.md>)

### AI overview

The article argues that AI-generated code is increasing the volume of pull requests beyond what engineers can thoroughly review. It describes slow approvals, ignored code-review-agent comments, and a growing practice of approving changes without close examination.

### Source excerpt

"Can you review this PR quickly?" has become every engineer's most-sent message. On AI-generated code, drowning reviewers, and how Meta's RADAR auto-approves low-risk diffs.

## GenAI's effects on quality, adoption costs, copyright disputes, and the technology industry

DevFeed: [GenAI's effects on quality, adoption costs, copyright disputes, and the technology industry](<https://devfeed.tech/articles/something-big-is-happening-2-39862.md>)

Original publisher: [Read original article](<https://makemeacto.cc/something-big-is-happening-2/>)

Author: Sergio Visinoni

Published: 2026-05-27T05:02:17Z

Content type: opinion

Language: en

Sources: [Sudo Make Me a CTO](<https://devfeed.tech/sources/sudo-make-me-a-cto.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [gen ai](<https://devfeed.tech/topics/gen-ai.md>), [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [Linux Kernel](<https://devfeed.tech/topics/linux-kernel.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Nvidia](<https://devfeed.tech/topics/nvidia.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [gen-ai](<https://devfeed.tech/tags/gen-ai.md>), [linux-kernel](<https://devfeed.tech/tags/linux-kernel.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [something-big-is-happening](<https://devfeed.tech/tags/something-big-is-happening.md>)

### AI overview

This commentary issue examines claims that GenAI is increasing output while reducing quality in Linux kernel contributions and academic papers. It also discusses the costs of adopting GenAI in engineering teams, AI infrastructure spending, and a copyright lawsuit involving NVIDIA, alongside two more positive developments.

### Source excerpt

Quantity isn't quality; cash is being burnt at unprecedented rates; trillion-dollar companies can't afford to buy books, and a couple of positive notes to cheer us up!

## Air Around AI (a3) #5

DevFeed: [Air Around AI (a3) #5](<https://devfeed.tech/articles/air-around-ai-a3-5-38787.md>)

Original publisher: [Read original article](<https://airaroundai.substack.com/p/air-around-ai-a3-5>)

Author: Pradeep Kumar

Published: 2024-06-02T19:32:52Z

Content type: article

Language: en

Sources: [Air Around AI](<https://devfeed.tech/sources/air-around-ai.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Generative AI](<https://devfeed.tech/topics/generative-ai.md>), [Retrieval Augmented Generation (RAG)](<https://devfeed.tech/topics/retrieval-augmented-generation-rag.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [AI Chat](<https://devfeed.tech/topics/ai-chat.md>), [Data Science](<https://devfeed.tech/topics/data-science.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [gen-ai](<https://devfeed.tech/tags/gen-ai.md>), [llms](<https://devfeed.tech/tags/llms.md>), [perplexity](<https://devfeed.tech/tags/perplexity.md>), [rag](<https://devfeed.tech/tags/rag.md>), [using](<https://devfeed.tech/tags/using.md>)

### AI overview

This issue of Air Around AI is a roundup covering predictions about AGI, Perplexity's Pages feature, generative AI and deepfakes in elections, comparisons among AI models, Retrieval-Augmented Generation paradigms, financial statement analysis with large language models, exit-poll analysis, and AI-generated shows from Fable's Showrunner.

### Source excerpt

Elections and Content from Gen AI, Chatbot Olympics, Create Shows with AI, Exit Polls Science, Perplexity : Pages feature, RAG Paradigms, Read Financial Statements using LLMs