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Challenge

AI-Powered Personalized News Shorts Generator

This challenge involves building an agentic system to automate the generation of personalized, short-form news content suitable for a vertical video feed. You will use AutoGen to orchestrate a team of agents that leverage OpenAI o3's multimodal capabilities for understanding source content and generating concise summaries/scripts, and Claude Sonnet 4 for content moderation and style adaptation. The system should dynamically tailor content based on simulated user profiles and preferences, demonstrating cutting-edge content transformation and personalization.

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Challenge brief

What you are building

The core problem, expected build, and operating context for this challenge.

Build an AutoGen-based multi-agent system with OpenAI o3 and Claude Sonnet 4 to generate personalized short-form news content from diverse sources.

Delivery guide

How work is evaluated

Evaluation

The system will be evaluated on the relevance, conciseness, and personalization quality of its generated news shorts for given user profiles and source articles. Accuracy and adherence to content guidelines will also be assessed.

Datasets

Challenge datasets

Public datasets, plus the private datasets you have access to.

Learning goals

What you should walk away with

  • Design and implement personalized content delivery logic.

  • Leverage OpenAI o3 for multimodal news summarization.

  • Master AutoGen for orchestrating dynamic content pipelines.

  • Integrate Claude Sonnet 4 for content moderation and style.

Resources and assets

Reference links and supporting material

Dataset notes

Sample data for 1 tasks

Challenge setup

The system will be evaluated on the relevance, conciseness, and personalization quality of its generated news shorts for given user profiles and source articles. Accuracy and adherence to content guidelines will also...

Challenge input

{'news_article_url': 'string', 'user_profile': {'name': 'string', 'interests': ['string'], 'preferred_style': 'string', 'max_length_words': 'intege...

Agent execution

No agent tool is listed for this challenge.

Evaluated output

{'summary_text': 'string', 'reading_time_seconds': 'integer', 'style_adherence_score': 'float', 'personalization_notes': 'string'}

Evaluation checks
  • Ensure the generated summary is grammatically correct and logically flows.
  • Verify the summary adheres to the 'max_length_words' specified in the user profile (allowing for a small bu...
Configured evaluation evidence
  • Personalization Score target: 4
Configured runtime
  • Python execution harness

Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.

View technical recipe

Configured tools

No tool records are attached.

Evaluation contract

  • Ensure the generated summary is grammatically correct and logically flows.
  • Verify the summary adheres to the 'max_length_words' specified in the user profile (allowing for a small buffer, e.g., 10%).

Metrics

  • Personalization Score · Target 4
  • Content Fidelity · Target 85
  • Conciseness · Target 4

Workflow tasks

  1. Task 1

    Input: {'news_article_url': 'string', 'user_profile': {'name': 'string', 'interests': ['string'], 'preferred_style': 'string', 'max_length_words': 'integer'}}

    Output: {'summary_text': 'string', 'reading_time_seconds': 'integer', 'style_adherence_score': 'float', 'personalization_notes': 'string'}

    Execution harness: Python

Recipe freeze marker

No recipe freeze time is recorded.

Frequently Asked Questions about AI-Powered Personalized News Shorts Generator