Agentic AI Enables ChatGPT to Conduct Complex Research Tasks
OpenAI is releasing a powerful agentic capability that empowers ChatGPT to perform complex, multi-step research tasks online. The feature, called Deep Research, reportedly achieves in tens of minutes what could take a human researcher hours or even days.
Agentic AI Enables ChatGPT to Assist with Complex Research
Deep Research empowers ChatGPT to find, analyze, and synthesize information from hundreds of online sources autonomously. With just a prompt from the user, the tool can deliver a comprehensive report, comparable to the output of a research analyst, according to OpenAI.
How Does It Work?
The tool appears particularly adept at uncovering niche or non-intuitive insights, making it an invaluable asset across industries like finance, science, policymaking, and engineering. But OpenAI also envisions Deep Research being useful for the average user, such as shoppers looking for hyper-personalized recommendations or a specific product.
To use Deep Research, users simply select the "Deep Research" option in the message composer and type their query. Supporting files or spreadsheets can also be uploaded for additional context. Once initiated, the AI embarks on a rigorous multi-step process, which may take 5-30 minutes to complete. A sidebar provides updates on the actions taken and the sources consulted.
Results and Limitations
The results are presented in the chat as detailed, well-documented reports. In the coming weeks, OpenAI plans to enhance these outputs further by embedding images, data visualizations, and graphs to deliver even greater clarity and context.
While the Deep Research agentic AI capability in ChatGPT signifies a bold step forward, OpenAI acknowledges that the technology is still in its early stages and comes with limitations. The system occasionally "hallucinates" facts or offers incorrect inferences, albeit at a notably reduced rate compared to existing GPT models. It also faces challenges in differentiating between authoritative sources and speculative content, and it struggles to calibrate its confidence levels – often displaying undue certainty for potentially uncertain findings.
Conclusion
Deep Research is a significant milestone in OpenAI’s journey toward artificial general intelligence (AGI). By enabling ChatGPT to conduct complex research tasks, OpenAI is pushing the boundaries of what is possible with AI. As the technology continues to evolve, we can expect to see even more innovative applications of Deep Research, revolutionizing the way we approach complex problems and making it easier to access accurate and reliable information.
FAQs
Q: What is Deep Research?
A: Deep Research is a feature that enables ChatGPT to conduct complex, multi-step research tasks online.
Q: How does Deep Research work?
A: Deep Research empowers ChatGPT to find, analyze, and synthesize information from hundreds of online sources autonomously.
Q: What are the limitations of Deep Research?
A: Deep Research is still in its early stages and comes with limitations, including occasional hallucinations and struggles with confidence calibration.
Q: When will Deep Research be available?
A: OpenAI is rolling out the capability gradually, starting with Pro users, who will have access to up to 100 queries per month. Plus and Team tiers will follow suit, with Enterprise access arriving next.
