--- title: "Aaron Levie Says AI Is Entering a 'Battle for Context,' Argues 'Applied AI Layer Has a Lot More Value Than Just Being an LLM Wrapper'" type: "News" locale: "en" url: "https://longbridge.com/en/news/291722952.md" description: "Box CEO Aaron Levie argues the AI industry is entering a 'battle for context,' where competitive advantage depends on capturing and applying domain-specific knowledge within business workflows rather than just using foundation models. He emphasizes that effective AI agents require the right expertise, tools, and governed data access. Levie predicts future systems will route tasks across multiple models, asserting that the applied AI layer holds significantly more value than simple LLM wrappers." datetime: "2026-07-05T08:42:47.000Z" locales: - [zh-CN](https://longbridge.com/zh-CN/news/291722952.md) - [en](https://longbridge.com/en/news/291722952.md) - [zh-HK](https://longbridge.com/zh-HK/news/291722952.md) --- # Aaron Levie Says AI Is Entering a 'Battle for Context,' Argues 'Applied AI Layer Has a Lot More Value Than Just Being an LLM Wrapper' **Box Inc.** (NYSE:BOX) CEO **Aaron Levie** said the AI industry’s long-term competitive edge will be determined not by foundation models alone, but by how effectively companies capture and apply "context" within real business workflows. ## **AI ‘Context War’ Defines Next Phase Of Enterprise AI** On Saturday, in a post on **X**, Levie said the "battle in AI is shaping up to be a battle for context," arguing that the effectiveness of AI agents depends on domain expertise, tools, and access to the right data. "Everything in AI is about making sure that agents are effective as possible," he said. He added that success comes from "whether the agent has the right domain expertise, access to the right context and tools to work with." He said companies that can "organize the critical knowledge for the work being done, and maintain this knowledge in a governed way" will have a strong advantage. Levie also noted that future AI systems will likely route tasks across multiple models, using advanced models for planning and cheaper ones for routine work. "The applied AI layer has a lot more value than just being an LLM wrapper," he said. > The battle in AI is shaping up to be a battle for context. > > Everything in AI is about making sure that agents are effective as possible. That effectiveness comes down to whether the agent has the right domain expertise, access to the right context and tools to work with, and are… > > — Aaron Levie (@levie) July 3, 2026 **Read Also: Aaron Levie Says Enterprise AI Is Shifting From Chatbots To Agents, Warns 'We're Moving From Chat Era…'** ## **AI Agents Reshape Enterprise Workflows** Earlier, **Meta Platforms Inc.** (NASDAQ:META) CEO **Mark Zuckerberg** was reportedly developing a personal AI agent to streamline executive work and accelerate access to internal information. An internal tool called "Second Brain" also gained traction as an AI "chief of staff," designed to query and organize company documents. Former **Tesla** AI chief **Andrej Karpathy** said AI systems like Claude were evolving into persistent, organization-wide collaborators embedded directly into workplace tools such as Slack. He described this as a new interface paradigm in which AI acts as an "inline" teammate, marking what he called the third major redesign of LLM user experience. Separately, an internal **Anthropic** study found its Claude Code AI tool boosted productivity among employees while also reducing collaboration and raising concerns about long-term skill development. Based on surveys of 132 workers and 53 interviews, the study showed 27% of AI-assisted tasks involved work that would not have been completed otherwise, and employees reported delegating up to 20% of routine tasks to the system. **_Disclaimer_:** _This content was partially produced with the help of AI tools and was reviewed and published by Benzinga editors._ **Read Also: Checkr CEO Daniel Yanisse Says, 'We're Going To Level Up And Move To Building With AI,' Empowering Non-Technical Staff To Create Apps** _Photo courtesy: Shutterstock_ ### Related Stocks - [BOX.US](https://longbridge.com/en/quote/BOX.US.md) - [META.US](https://longbridge.com/en/quote/META.US.md) ## Related News & Research - [Box CEO Aaron Levie Says AI's Next Phase Is Bringing Models Into Real-World Workflows](https://longbridge.com/en/news/293921392.md) - [Mizuho Markets Americas LLC Cuts Position in Box, Inc. $BOX](https://longbridge.com/en/news/293739136.md) - [08:35 ETPusan National University Study Rethinks How Artificial Intelligence Supports Investment Decisions](https://longbridge.com/en/news/294208975.md) - [Navitas Semiconductor is targeting AI's hidden power problem](https://longbridge.com/en/news/293825682.md) - [Quintas Energy selects Box as content management platform for 2026 digital transformation](https://longbridge.com/en/news/294316210.md)