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JevMade field notes / Eight-post implementation progress note

Separate writing a stock-news brief from classifying it

M Lakshmanan compares Haiku and Jev's stock-news labels and proposes separating the brief's writing from its classification.

Original by M LakshmananClassification

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Credits

“A decision-only model and an LLM running together in a daily stock-news brief” by M Lakshmanan. Read the original source.

This expanded guide is an AI-narrated adaptation prepared by JevMade. It expands the source’s essential ideas, examples and caveats in JevMade’s own words and is not a word-for-word reading. The synthetic voice does not imitate the author or imply their endorsement.

Our summary

A daily stock-news brief needs readable writing and a way to decide what to read first. M Lakshmanan reports trying Jev alongside Haiku's existing writing and classification. His proposed division gives Haiku the prose and Jev the labels; the accompanying diagram says that clean separation is not fully implemented yet.

Jev chooses from a fixed list of event types, including Other when none fits. The author reports confident Other answers for a strike and a product launch. His gap detector only watched low-confidence answers, so it would have missed these missing categories. Checking the selected label matters as well as checking uncertainty.

The two models disagreed on at least one field in twenty-one of twenty-seven items from one day. That is a reason to investigate, not evidence that Jev was right. The author explicitly calls the comparison unfair: Jev had fixed choices while Haiku wrote its labels in a text response. The thread provides no public code to inspect.

Key takeaways

  1. Keep writing and categorisation separate when they need different tools.
  2. Review confident Other answers as well as low-confidence choices when looking for missing categories.
  3. Disagreement between models does not tell you which answer is correct, especially when their answer formats differ.

The author reports personal production use, but the diagram labels its division of work as a design note. It names Choice for the proposed event question; no public code confirms the actual request. The thread describes eighteen event types, while the graphic describes nineteen Haiku options. One day's disagreement cannot demonstrate accuracy or financial usefulness; this is not investment advice.

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