Origin Part 12: The Adapter

📰 Dev.to · Josh T

Improve encoder performance by 24x, but beware of breaking existing responses, and learn how to adapt to such changes

intermediate Published 25 May 2026
Action Steps
  1. Build a new encoder to improve concept detection
  2. Test the new encoder to identify potential issues
  3. Configure the system to handle broken responses
  4. Apply fixes to mitigate the negative impact of the new encoder
  5. Compare the performance of the old and new encoders
Who Needs to Know This

Developers and engineers working on AI and machine learning projects can benefit from this article, as it highlights the importance of testing and adapting to changes in encoder performance

Key Insight

💡 A 24x improvement in encoder performance can break existing responses, requiring careful testing and adaptation

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🚀 Improve encoder performance by 24x, but don't forget to test and adapt! 💻

Key Takeaways

Improve encoder performance by 24x, but beware of breaking existing responses, and learn how to adapt to such changes

Full Article

The new encoder was 24x better at finding the right concept. It also broke every response. Part 11...
Read full article → ← Back to Reads

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