OpenAI Blog

The five AI value models driving business reinvention

Five AI value models show how leaders can sequence AI from workforce fluency to process reinvention and build durable business advantage.

OpenAI Blog
Sep 8

The Work Now Within Reach

The article titled "The Work Now Within Reach" discusses how increasingly capable and affordable AI technologies can broaden the range of tasks that individuals and businesses can perform. It highlights the potential for AI to enhance productivity and enable more efficient, cost-effective growth. The piece emphasizes the expanding opportunities for leveraging AI to achieve greater work outcomes.

arXiv AI
Sep 12

AI Exposure and AI Resilience: A Two-Dimensional Assessment Framework for Software and Software-Based Business Model

The paper introduces AI Exposure and Resilience (AI‑ER), a two‑dimensional framework for assessing how artificial intelligence impacts software-based business models. AI exposure measures the pressure AI exerts on a company’s value proposition, competitive position, margins, and customer access, while AI resilience evaluates the firm’s capacity to absorb that pressure, adapt, and deploy AI profitably. The framework derives metrics from current AI capabilities, deployment contexts, and research on business models and organizational adaptability, and it incorporates evidence quality and confidence to produce a traceable company profile that can be refined from public data to internal insights.

By Paul Darius Mandl (Findustrial GmbH), Peter Mandl (Munich University of Applied Sciences), Martin H\"ausl (Munich University of Applied Sciences)
Hugging Face Trending Papers
Sep 10

AI Exposure and AI Resilience: A Two-Dimensional Assessment Framework for Software and Software-Based Business Model

The paper introduces the AI Exposure and Resilience (AI-ER) framework, a two‑dimensional assessment tool for evaluating how artificial intelligence impacts software-based business models. AI exposure measures the pressure AI exerts on a company’s value proposition, competitive stance, margins, and customer access, while AI resilience gauges the firm’s capacity to absorb, adapt to, and economically leverage that pressure. The framework derives metrics from current AI capabilities, deployment contexts, and research on business models and adaptability, and it includes an explicit evaluation of evidence quality and confidence, allowing for a traceable company profile that can be refined from public data to internal insights.

arXiv AI
Jun 19

Human-AI Agent Interaction in a Business Context

arXiv:2606. 18716v1 Announce Type: cross Abstract: As AI agents are increasingly integrated into core business processes, understanding and designing effective interaction patterns between humans and AI agents becomes crucial for value creation.

By Kathrin Paimann, Elizangela Valarini, Sebastian Juhl