AI Models Struggle with Basic Slide Generation Tasks

@nathanbenaich· August 3, 2026 View original

Key takeaways

  • Current AI models may not meet expectations for high-quality slide generation.
  • AI tools can struggle with basic tasks like removing template prompts.
  • Generated content often lacks originality and can be overly generic.
  • Human oversight and refinement remain crucial for professional presentations.

Who benefits

MarketingConsultingEducationBusiness Services

Summary

The user expresses disappointment with AI models like 5.6 sol and Opus 5, stating they are poor at creating presentation slides, even from templates. The models reportedly fail to remove prompts and produce overly generic content.

A user has shared a critical assessment of current AI models, specifically mentioning 5.6 sol and Opus 5, regarding their ability to generate presentation slides. The feedback indicates that these models perform poorly, even when provided with templates. Key issues highlighted include the failure to remove placeholder prompts from templates and the production of uninspired, generic slide content. This suggests a significant gap between marketing claims and the actual practical utility of these AI tools for common business tasks like presentation creation.

Why it matters

Professionals relying on AI for content creation, especially presentations, need to be aware of current limitations and manage expectations regarding the quality and effort still required.

How to implement this in your domain

  1. 1Evaluate AI presentation tools with specific, real-world use cases before full adoption.
  2. 2Supplement AI-generated slides with manual editing and refinement for quality.
  3. 3Provide highly detailed and structured prompts to guide AI tools more effectively.
  4. 4Consider AI for initial drafts or content ideas rather than final polished output.

Original post by @nathanbenaich

"5.6 sol and opus 5 - despite the marketing - are remarkably terrible at making slides, even from a template like they don’t even remove the prompts in the template and if they make slides they’re mad generic"

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Originally posted by @nathanbenaich on X · view source

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