[Git][reproducible-builds/reproducible-website][master] gothenburg: Add d3-rb-ai.md

[Bernhard M. Wiedemann (@bmwiedemann-guest)]

Bernhard M. Wiedemann pushed to branch master at Reproducible Builds / reproducible-website


Commits:
accd8e6d by Bernhard M. Wiedemann at 2026-09-24T17:27:40+02:00
gothenburg: Add d3-rb-ai.md

- - - - -


1 changed file:

- + _events/gothenburg2026/agenda/d3-rb-ai.md


Changes:

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_events/gothenburg2026/agenda/d3-rb-ai.md
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+## Observed Benefits
+* Extracts builds structures when vague
+    * (Build steps, tool versions, metadata)
+* Clone the developer for multiple defined solutions
+    * Fuzzing adjacent (testing multiple spaces at once)
+    * Developer defined rules (clear success criteria)
+* Extracting relations from large codebases
+* Translate (documentation) for better communication
+* Rubber duck
+* Accessibility (less typing: RSI)
+ 
+## Pitfalls
+* Copyright / Licensing
+* Information Overload / Quantity Expansion (Diff Explosion)
+* Community perception
+* Lazyness & False Confidence
+* Lack of Etiquet
+    * New users are less aware of it
+    * Megaphone of bad
+* Cheating (Not optimized solve your problem, but complete your check)
+* Mostly Proprietary models (even in open weight models)
+    * Can we get to custom trained models for projects?
+* Specular language
+* Harder to find "good" (finished) projects (lots more window dressing)
+* Generational education pipeline
+ 
+## Open Source ??
+* How many TBs of "source" material
+* "Open Weights" is NOT open source. It's binary, built output
+* Train cost: Rebuild GCC - Minutes, Retrain model - Weeks and $$$
+ 
+## Other
+* Speed
+    * Task dependent (Good and bad depending on the situation)
+* Human Element
+    * Help avoid pitfalls and acheive benefits
+    * More involvemnet is better (contrary to marketing)
+* Skill customization over general "reproducibility" skill
+* Build policies for acceptable practices
+    * Instead of knee jerk reaction to outright ban



View it on GitLab: https://salsa.debian.org/reproducible-builds/reproducible-website/-/commit/accd8e6d3f3b1b95ccc34fe3ab9d8205dab8690d

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View it on GitLab: https://salsa.debian.org/reproducible-builds/reproducible-website/-/commit/accd8e6d3f3b1b95ccc34fe3ab9d8205dab8690d
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