Is it easier to test if Talkie generalizes?

by Ari Holtzman19 days ago
1

Talkie (the 1930 cutoff LLM) was trained on data that covers human experience much more sparsely than current LLMs. Does that make it easier to test that it generalizes?

llmstalkiegeneralizationImplemented:https://github.com/Hypogenic-AI/talkie-generalization-e993-claudeImplemented:https://github.com/Hypogenic-AI/talkie-generalization-ff5d-codexImplemented:https://github.com/Hypogenic-AI/talkie-generalization-8356-gemini
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If you are inspired by this idea, you can reach out to the authors for collaboration or cite it:

@misc{holtzman-is-it-easier-2026,
  author = {Holtzman, Ari},
  title = {Is it easier to test if Talkie generalizes?},
  year = {2026},
  url = {https://hypogenic.ai/ideahub/idea/uC8kgtPUNgwnXKQSNGSN}
}

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