* Akira Urushibata <[email protected]> [2025-07-09 18:36]:
> Maybe I'm not looking hard enough.  If anybody can point out to good
> examples of AI usage in free software development, I'd like to know.

Genki. You are definitely not looking hard enough.

Many open-source AI tools like TensorFlow and PyTorch are widely used
for machine learning projects, offering powerful frameworks for model
training and deployment.

If you're looking for real-world applications, AI is used in automated
documentation, bug detection, and even deployment optimization—all
with freely available tools.

> I believe that if AI is capable of code generation, it should be up
> to other, related tasks.  Code inspection is one of them.  In many
> regards inspecting existing code is easier than creating code from
> scratch.  It is strange that we hear a lot about AI code generation
> and little about AI code inspection.

Because you are not asking people, and this mailing list is
deserted. NVIDIA GeForce RTX 3090 on my computer helps me to do that,
it is daily work, daily reviews, reports, many people involved, I am
helped and assisted with new Large Language Model (LLM)
technologies. I am doing code reviews daily.

Keep asking people. Maybe you ask on Reddit if people use LLMs for
code reviews.

Code generation is often followed by code reviews, it is natural.

Let's not call it "AI" as there is no intelligence, and let us not
anthropomorphize computers.

┌────────────┬─────────────┬──────────────────────┐
│    Date    │ Total Words │ Average Spoken Pages │
├────────────┼─────────────┼──────────────────────┤
│ 2025-07-17 │         889 │                 1.78 │
│ 2025-07-16 │        3460 │                 6.92 │
│ 2025-07-15 │        3329 │                 6.66 │
│ 2025-07-14 │        1209 │                 2.42 │
│ 2025-07-13 │         537 │                 1.07 │
│ 2025-07-12 │        6161 │                12.32 │

Large Language Model (LLM) may be used for image recognition,
analysis, talking and transcription like in this case above, designing
and many other uses.

Before anything get yourself a GPU and install some well working LLM,
and then we can be on the subject. Start using it.

Jean Louis

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