OpenAI Unveils Agentic AI Capability for Complex Research Tasks
OpenAI is releasing a powerful agentic capability that enables ChatGPT to conduct 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.
Built for Real-World Challenges
Deep Research leverages sophisticated training methodologies, grounded in real-world browsing and reasoning tasks across diverse domains. Its model was trained via reinforcement learning to autonomously plan and execute multi-step research processes, including backtracking and adaptively refining its approach as new information becomes available.
Results
OpenAI evaluated Deep Research across a broad set of expert-level exams known as “Humanity’s Last Exam”. The results were impressive, with the model achieving a record-breaking 26.6% accuracy across these domains.
Limitations and Challenges
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.
Conclusion
Deep Research is a significant milestone in OpenAI’s journey toward artificial general intelligence (AGI). The ability to synthesize knowledge is a prerequisite for creating new knowledge, and this feature marks a significant step toward achieving that goal.
Frequently Asked Questions
Q: What is Deep Research?
A: Deep Research is a powerful agentic capability 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: The system occasionally “hallucinates” facts or offers incorrect inferences, albeit at a notably reduced rate compared to existing GPT models.
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. UK, Swiss, and European Economic Area residents are not yet able to access the feature, but OpenAI is working on expanding its rollout to these regions.
