AI Analysed 55 Sources, Created Slides & Podcast in 10 Minutes

Key Concepts

• Deep Research Agent: An AI tool capable of conducting comprehensive research using professional data sources.
• AI Benchmarks: Metrics and tests used to evaluate the performance of artificial intelligence systems.
• Agentic System: An AI system that can autonomously perform tasks and make decisions.
• Skywork.ai: A platform that offers AI-powered tools for research, document creation, and content generation.
• Document Generation: Creating detailed reports from research findings.
• Slide Generation: Automatically creating PowerPoint presentations from existing documents.
• Podcast Generation: Producing audio content, including scripts and voiceovers, from provided data.
• Knowledge Base: A repository within Skywork.ai where generated documents and slides can be stored for future use.
• Spreadsheet Analysis: Using AI to analyze data within Excel sheets and generate charts.
• Dynamic Evaluation: A shift in AI benchmarking from static tests to more interactive and user-driven assessments.
• Holistic Performance Metrics: Evaluating AI performance based on a broader range of capabilities rather than isolated metrics.

Deep Research and Document Generation

The video demonstrates the use of a "deep research agent" to gather information on "AI benchmarks for 2025." The agent is configured to use "deep mode," which signifies a "most comprehensive in-depth analysis." The research process involves accessing professional data sources such as Google Scholar, Guardian Open Platform, News API, and Semantic Scholar. The agent performs multiple web searches rapidly, utilizing an "MCP tool," and can even analyze images and charts to identify different types of benchmarks. This is described as a "fully fledged agentic system" capable of automated deep research.

The output is a detailed report titled "The Arena of Intelligence: A Deep Dive into the AI Benchmark Landscape of 2025." This report includes a table of contents, diagrams, and lists 55 sources. Key benchmarks discussed include "AR AGI2," "O's World," "Web Arena," and "General Assistant Agent Bench." The report also covers "multiple benchmarking scenarios," "drawbacks," and the "benchmark crisis."

Slide Generation from Document

Following the research, the process moves to generating a PowerPoint presentation from the created document. The document can be edited directly within the interface, with AI assisting in optimization. A cover page and table of contents are generated automatically. The document is then uploaded to the "slides panel" on Skywork.ai. The AI is instructed to "create slides professionally easy to understand with the provided data."

The AI asks clarifying questions, such as the desired number of pages, offering options like "6 to 10 pages" or "auto planning and decision-making." The user opts for auto planning and selects "dark mode." The AI then creates a slide outline, dividing the content into categories, and automatically generates the slides in real-time. The generated slides cover topics such as "AI benchmarks 2025 new evaluation landscape," with benchmarks categorized into "general reasoning," "code capabilities," "abstract reasoning," and "multimodal understanding." Specific benchmarks mentioned include "MMLU performance," "GPTQA," "Humanity Lost Bench," "Abstraction and Reasoning Challenge," "Coding," and "AGI2 performance." A key trend highlighted is the shift "from static evaluation to dynamic evaluation," with dynamic evaluation being more "user entry" and including "holistic performance metrics." The "benchmark crisis" is also addressed.

Podcast Generation from Research Data

The video then showcases the creation of a podcast using the previously generated report and slides. Both the report and the PowerPoint slides are added to the "knowledge base" within Skywork.ai, allowing them to be used as context without direct download. The user then instructs the AI to "create a podcast based on the provider data."

The AI requests information for the podcast name and allows AI to design a "to-do list," which includes "Produce a podcast script" and "Generate the podcast audio." The process is described as "well streamlined." The audio is generated with two distinct speakers, Speaker One and Speaker Two. The podcast features a dialogue between "David" and "AI researcher Dr. Sarah Chen" discussing the "fascinating world of AI benchmarks in 2025" and the "tremendous shifts in how artificial intelligence is being evaluated." The generated podcast is described as "professional."

Spreadsheet Analysis

As another example of Skywork.ai's capabilities, the video demonstrates analyzing an Excel sheet. A "personal consumption journal" (an Excel sheet) is used. The user asks the AI to "analyze and give me chart." The AI prompts for further questions for analysis, and the user allows AI to choose. The AI uses the Excel sheet as context to provide charts, specifically mentioning a "daily expense trend chart." The user notes that more charts can be created based on custom instructions.

Synthesis and Conclusion

The video highlights Skywork.ai as a comprehensive platform that integrates deep research, document creation, slide generation, podcast production, and spreadsheet analysis within a single interface. The core argument is that AI can significantly streamline complex content creation workflows by automating tasks from initial research to final output. The platform's agentic capabilities allow for autonomous deep research, while its content generation tools transform raw data into polished presentations, audio content, and analytical insights. The emphasis is on efficiency, depth of analysis, and the ability to leverage generated content for future tasks through its knowledge base. The demonstration of dynamic evaluation in AI benchmarking and the analysis of personal financial data showcase the versatility of the tool.