Despite the proliferation of specialized AI models (for shopping, enterprise, etc.), the user experience will consolidate into one primary conversational interface. This "main bot" will seamlessly hand off tasks to specialized models in the background without the user's awareness.

The familiar chatbot UI is being preserved as a deliberate abstraction layer. While users have a simple conversational experience, the backend now coordinates a fleet of specialized sub-agents. This hides immense complexity, allowing companies to ship powerful agentic systems without forcing users to learn a new interface.

Early AI developer tools mimicked traditional IDE extensions with UI panels. The new paradigm, seen in OpenAI's Codex, makes the chat conversation the central interface. This democratizes the tool by leveraging a universal skill—conversation—making it more accessible to non-developers.

AI is best understood not as a single tool, but as a flexible underlying interface. It can manifest as a chat box for some, but its real potential is in creating tailored workflows that feel native to different roles, like designers or developers, without forcing everyone into a single interaction model.

The user-facing "model picker" is a temporary UX feature. OpenAI's long-term vision is to abstract this complexity away into a single interface. Users will interact with one intelligent system, perhaps with simple dials for speed or cost, while the system intelligently routes tasks to the appropriate model behind the scenes.

The future of AI interaction won't be a multitude of specialized apps. Instead, it will likely converge into a smaller number of powerful, generalized input boxes that intelligently route user intent, much like the Chrome address bar or Google's main search page.

By merging its "Cowork" and "Chat" products, Anthropic acknowledges that users don't want to decide where a task belongs. The future is a single, unified AI that intelligently handles context, whether for a quick personal query or a complex work project. This challenges the product strategy of building siloed AI tools.

OpenAI's Codex bets on a single, unified interface where the AI handles any task from one input, reducing friction. Conversely, Anthropic's Claude app bets that different work modes (Chat, Cowork, Code) are distinct enough to require separate, specialized interfaces, akin to traditional native apps.

Despite different origins (consumer vs. enterprise), both OpenAI and Anthropic are building a similar "super app." This product merges chat, coding assistants (Codex/Claude Code), and automated agents, indicating the market is consolidating around a single, integrated AI workflow tool as the dominant paradigm.