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No. 1068Problem statementSoftware and AI

Conversational Image Recognition Chatbot

Source

Source summary

Build a chatbot combining image recognition and natural-language dialogue. Users upload an image and ask questions; the system should identify depicted objects, understand the messages and generate relevant, grammatically coherent replies about the image. The ask is a trained conversational-image system, with correctness an evaluation goal.

No. 910Problem statementSoftware and AI

Conversational interface

Demonstrate a natural-language text or speech shopping interface for buyers who struggle with conventional online navigation. The source also requests a more immersive sense of shopping and trust, including trying fashion products virtually as an example. It combines conversational accessibility with product experience rather than prescribing a chatbot alone.

No. 006ProposalSoftware and AI

The Primer

Build an adaptive AI tutor that teaches young children reading, writing, arithmetic, and eventually higher-order reasoning at consumer scale.

No. 063Venture thesisSoftware and AI

ChatGPT becomes the AI app store

Build consumer mini-apps and services distributed inside major AI assistants as conversational platforms become a native channel with large built-in audiences.