Introduction of GPT-5.2 in Deep Research
OpenAI has transitioned its Deep Research feature to the GPT-5.2 model as of February 2026. This upgrade allows users to perform targeted searches across specific websites, enhancing the capability to handle intricate research tasks. However, this isn’t just a technical enhancement; it’s a shift in how OpenAI positions its products in the market.
New Features and Functionality
The GPT-5.2 upgrade introduces several user-oriented features, including:
- Real-time tracking of search progress
- Ability to interrupt searches for immediate questions
- Options to restrict searches by domain or time range
- Outputs in various formats like Markdown, Word, or PDF
These functionalities aim to provide a more structured and customizable research experience, but they also raise questions about usability and the underlying algorithms driving these features.
Financial Implications and User Access
The rollout prioritizes Plus and Pro subscribers, implying a tiered pricing strategy that may exclude casual users. As OpenAI monetizes its enhanced capabilities, businesses must evaluate the cost-to-benefit ratio of adopting these tools. For instance, educational versions offer unlimited access, but commercial users may face limits that could impact productivity.
Operational Risks and AI Limitations
While the integration of web search capabilities aims to mitigate errors commonly associated with generative AI, it does not fully eliminate the risk of hallucinations. As highlighted in ongoing benchmarks, even advanced models like GPT-5.2 still exhibit generative errors, especially when tasked with lengthy outputs. Users should remain vigilant, as strong reasoning models are often more reliable for critical applications.
Predictions and Future Considerations
Over the next 6 to 12 months, expect OpenAI to further refine its offerings, particularly around accuracy and user experience. However, the reliance on subscription models may alienate smaller businesses that cannot justify the costs. As competition increases, OpenAI’s strategies will likely shift to maintain market share, possibly leading to additional features or pricing adjustments.
