· ai
Synthetic Data Is Not About Replacing Reality. It Is About Questioning It.
A Quiet Moment in Data & Machine Learning The model performs well. The metrics look reassuring. The pipeline feels complete. And yet, something does not sit ri...
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- · ai
History LLMs: Models trained exclusively on pre-1913 texts
Article URL: https://github.com/DGoettlich/history-llms Comments URL: https://news.ycombinator.com/item?id=46319826 Points: 327 Comments: 113...
- · ai
Trained LLMs exclusively on pre-1913 texts
Article URL: https://github.com/DGoettlich/history-llms Comments URL: https://news.ycombinator.com/item?id=46319826 Points: 83 Comments: 19...
- · ai
Data Annotation: Powering Accurate and Scalable AI Systems
Introduction Data annotation is a foundational process in artificial intelligence that enables machines to learn from real‑world data. It involves adding meani...
- · ai
**'The Hidden Pitfall of Over-Smoothing: How To Prevent Over
What is Over‑Smoothing? Over‑smoothing occurs when a model relies too heavily on the training data, effectively “memorizing” it instead of learning patterns th...