OpenAI Unveils 'Deep Research': A Powerful AI Agent for Comprehensive Research Tasks

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On Mon, 3 Feb, 8:01 AM UTC

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OpenAI launches 'Deep Research', an AI agent powered by the o3 model, capable of conducting in-depth research and generating comprehensive reports in minutes, challenging competitors in the AI research space.

OpenAI Introduces 'Deep Research' AI Agent

OpenAI has unveiled its latest AI innovation, 'Deep Research', a powerful agent designed to revolutionize the research process. This new tool, integrated into ChatGPT, promises to conduct comprehensive research tasks in a fraction of the time it would take a human analyst 1.

Capabilities and Functionality

Deep Research is powered by a version of OpenAI's upcoming o3 model, optimized for web browsing and data analysis. The agent can search, interpret, and synthesize information from hundreds of online sources, including texts, images, and PDFs, to create detailed reports 2.

Key features of Deep Research include:

  1. Rapid processing: Completes tasks in 5 to 30 minutes that would typically take humans hours.
  2. Comprehensive reporting: Generates fully documented outputs with clear citations and summaries.
  3. Multi-format support: Analyzes text, images, and attached files for context.
  4. Upcoming enhancements: Plans to incorporate embedded images and data visualizations in reports.

Target Audience and Applications

The tool is primarily aimed at professionals in knowledge-intensive fields such as finance, science, policy, and engineering. However, it can also assist general users with tasks like product research and personalized recommendations 3.

Performance and Benchmarks

Deep Research has demonstrated impressive performance on AI benchmarks:

  1. Humanity's Last Exam: Scored 26.6% accuracy, outperforming competitors like DeepSeek's R1 (9.4%) and Google's Gemini Thinking (6.2%) 1.
  2. GAIA: Topped the external leaderboard for this public benchmark evaluating AI on real-world questions 2.

Availability and Access

Currently, Deep Research is available to ChatGPT Pro subscribers ($200 per month) with a limit of 100 queries per month. OpenAI plans a staggered rollout:

  1. Web access for Pro users (current)
  2. ChatGPT Plus and Team subscribers (next)
  3. Enterprise users
  4. Mobile and desktop app access by the end of February 5

Competitive Landscape

The launch of Deep Research comes amid growing competition in the AI research space:

  1. Google's similar "Deep Research" feature for Gemini Advanced users ($20 per month) 2.
  2. China-based DeepSeek's cost-efficient R1 model, which has attracted attention for its capabilities at a lower price point 4.
  3. Microsoft's "Think Deeper" feature, which leverages OpenAI's O1 reasoning model but lacks internet access 2.

Limitations and Concerns

While promising, Deep Research is not without limitations:

  1. Potential for hallucinations and incorrect inferences, albeit at a lower rate than existing ChatGPT models.
  2. Difficulty distinguishing authoritative information from rumors.
  3. Challenges in conveying uncertainty correctly 2.

OpenAI emphasizes the importance of human review and verification of the generated reports.

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