newsletterOctober 15, 2026·Towards Data Science

Jev Your Engines: Seven Open Decision Models vs. a Generative LLM

A hands-on Jev repo comparison of routing accuracy, latency, and output reliability The post Jev Your Engines: Seven Open Decision Models vs. a Generative LLM appeared first on Towards Data Science.

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•A hands-on Jev repo comparison of routing accuracy, latency, and output reliability The post Jev Your Engines: Seven Open Decision Models vs
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What OpenAI’s 719 Math Papers Mean for Data Science

Matching messy text, choosing representative examples, and generating comparison data. The post What OpenAI’s 719 Math Papers Mean for Data Science appeared first on Towards Data Science.

Towards Data Science

How Many Guesses Does It Take to Crack an AI's "Random" Number?

I read the exact answer distribution from the logits of open models, base and instruction-tuned, and turned it into bits and guesses-to-crack. The post How Many Guesses Does It Take to Crack an AI's "Random" Number? appeared first on Towards Data Science.

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I Tested Four Ways to Give an AI Assistant a Memory. The Obvious One Was the Worst Value.

Pasting in the whole chat history cost 20 to 31 times more than looking up notes, and it did no better on the tasks. The post I Tested Four Ways to Give an AI Assistant a Memory. The Obvious One Was the Worst Value. appeared first on Towards Data Science.

Towards Data Science

Does Stacking Beat Your Best Model?

It only helps when your models make different mistakes. The post Does Stacking Beat Your Best Model? appeared first on Towards Data Science.

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Jev Your Engines: Seven Open Decision Models vs. a Generative LLM

Key Takeaways

Related Articles

What OpenAI’s 719 Math Papers Mean for Data Science

How Many Guesses Does It Take to Crack an AI's "Random" Number?

I Tested Four Ways to Give an AI Assistant a Memory. The Obvious One Was the Worst Value.

Does Stacking Beat Your Best Model?

Discussion

Jev Your Engines: Seven Open Decision Models vs. a Generative LLM

Key Takeaways

Related Articles

What OpenAI’s 719 Math Papers Mean for Data Science

How Many Guesses Does It Take to Crack an AI's "Random" Number?

I Tested Four Ways to Give an AI Assistant a Memory. The Obvious One Was the Worst Value.

Does Stacking Beat Your Best Model?

Discussion

Related Articles

Towards Data Science
What OpenAI’s 719 Math Papers Mean for Data Science
Matching messy text, choosing representative examples, and generating comparison data. The post What OpenAI’s 719 Math Papers Mean for Data Science appeared first on Towards Data Science.

Towards Data Science
How Many Guesses Does It Take to Crack an AI's "Random" Number?
I read the exact answer distribution from the logits of open models, base and instruction-tuned, and turned it into bits and guesses-to-crack. The post How Many Guesses Does It Take to Crack an AI's "Random" Number? appeared first on Towards Data Science.

Towards Data Science
I Tested Four Ways to Give an AI Assistant a Memory. The Obvious One Was the Worst Value.
Pasting in the whole chat history cost 20 to 31 times more than looking up notes, and it did no better on the tasks. The post I Tested Four Ways to Give an AI Assistant a Memory. The Obvious One Was the Worst Value. appeared first on Towards Data Science.

Towards Data Science
Does Stacking Beat Your Best Model?
It only helps when your models make different mistakes. The post Does Stacking Beat Your Best Model? appeared first on Towards Data Science.