ChatGPT Launches: Large Models Evolve from Capability Demonstrations to Mass Products
OpenAI released the ChatGPT research preview on November 30, 2022.
The conversational interface transforms instruction fine-tuning and human feedback training into a product experience that ordinary users can directly understand and continuously use.
ChatGPT is based on the GPT-3.5 series and uses RLHF, making multi-turn dialogue, refusal to answer, and instruction following consumable capabilities.
AI competition has shifted from papers and APIs to user growth, product entry points, and continuous iteration, kicking off the generative AI product cycle.
Enterprises and entrepreneurs need to shift from single-point generation tools to redesigning knowledge work processes and user entry points.
Observe how model capabilities, usage costs, reliability, and distribution collectively determine the long-term retention of general-purpose assistants.