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LLMs struggle with financial deterministic logic, raising concerns for AI in finance

By PulseAugur Editorial · [2 sources] ·

Large Language Models (LLMs) are not well-suited for financial applications due to their limitations with deterministic logic and numbers, despite initial expectations. This contrasts with their proficiency in probabilistic logic and handling words. The effectiveness of LLMs in finance is questioned, suggesting that developers in this field might reconsider their endeavors. AI

IMPACT Questions the viability of LLMs in finance, suggesting a need for reassessment by developers in the sector.

RANK_REASON The cluster contains an opinion piece discussing the limitations of LLMs in a specific industry.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

LLMs struggle with financial deterministic logic, raising concerns for AI in finance

How we ranked this

Signal score
2 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Commentary
The cluster contains an opinion piece discussing the limitations of LLMs in a specific industry.
Source corroboration
2 independent sources
Multiple independent publishers reporting the same story raises confidence that it's real and newsworthy.
Topics
opinion, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [2]

  1. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    If you are building AI for finance, get out while you can LLMs are good with probabilistic logic (words), but not as good with deterministic logic (numbers). As

    If you are building AI for finance, get out while you can LLMs are good with probabilistic logic (words), but not as good with deterministic logic (numbers). As oppose to what everybody thought 3 years ago, LLMs are not very good with finance. Makes sense when you think about … h…

  2. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

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    Ryu Murakami, Author of ‘Audition,’ Dies At 74 The celebrated Japanese novelist behind 'Almost Transparent Blue,' 'Coin Locker Babies,' and 'In the Miso Soup' transformed society's anxieties and obsessions into unforgettable fiction. https:// gizmodo.com/ryu-murakami-autho r-of-a…

    LINKS gizmodo.com/ryu-murakami-author-of-auditi…

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