OpenAI has introduced a new program designed to assist entrepreneurs in building artificial intelligence skills and automating work processes using ChatGPT Work.
The initiative aims to help small business owners grow their operations by leveraging the capabilities of ChatGPT Work.
The 252nd episode of Last Week in AI, recorded on July 11, 2026, summarizes major developments in the artificial intelligence industry from the previous week.
OpenAI outlines a framework called "Useful Intelligence per Dollar" to help businesses measure the economic value of their AI investments beyond simple cost-per-token metrics. The article argues that success should be measured by work accomplished, reliability, and scalability rather than just adoption rates.
OpenAI has launched GPT-Live-1 and GPT-Live-1 mini to power a rebuilt ChatGPT Voice, introducing full-duplex audio processing that allows simultaneous listening and speaking. The system delegates complex queries to background reasoning models like GPT-5.5, enabling continuous conversation while deeper thinking occurs.
OpenAI provides guidance on evaluating AI usage and controlling spend as teams transition from simple chat to longer-running, multi-step workflows. The article emphasizes that leaders must look beyond token prices to measure useful work per dollar, such as tasks completed or time saved.
Anthropic has extended access to the Claude Fable 5 model on all paid plans, including Claude Max, through July 19. This update also maintains Claude Code’s weekly rate limits at 50% higher levels during this period.
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