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Small models are the future of agentic ai

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Articoli AI AI Agent Foundation Model
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Type: Content Original link: Publication date: 2025-09-18


Summary
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WHAT - The email contains a PDF attachment identified as an AI research article. The PDF has been extracted and analyzed for relevant information.

WHY - It is relevant to the AI business because it discusses “small models” as the future of agentic AI, an emerging trend that could influence AI development and implementation strategies.

WHO - The main actors are Francesco Menegoni, the author of the email, and HTX (Human Tech Excellence), the recipient.

WHERE - It is positioned within the context of academic and industrial discussions on AI, focusing on smaller and more efficient AI models.

WHEN - The email is dated September 11, 2025, indicating a future trend in the AI field.

BUSINESS IMPACT:

  • Opportunities: Investigate “small models” to develop more efficient and scalable AI solutions.
  • Risks: Ignoring this trend could lead to obsolete solutions compared to competitors.
  • Integration: Evaluate the integration of “small models” into the existing technology stack to improve operational efficiency.

TECHNICAL SUMMARY:

  • Core technology stack: Not specified, but it probably includes techniques for extracting and analyzing text from PDFs.
  • Scalability and architectural limits: Not applicable, as this involves an email and a PDF.
  • Key technical differentiators: Analysis of PDF content to extract relevant AI information.

Use Cases
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  • Private AI Stack: Integration into proprietary pipelines
  • Client Solutions: Implementation for client projects
  • Strategic Intelligence: Input for technological roadmaps
  • Competitive Analysis: Monitoring the AI ecosystem

Resources
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Original Links #


Article suggested and selected by the Human Technology eXcellence team, processed through artificial intelligence (in this case with LLM HTX-EU-Mistral3.1Small) on 2025-09-18 15:12 Original source:

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Articoli Interessanti - This article is part of a series.
Part : This Article