Mark Zuckerberg used Meta’s first-quarter 2026 earnings call on Wednesday to announce that the company is building goal-driven AI agents for personal and business use, powered by the Muse Spark model from Meta Superintelligence Labs. In the process, he took a direct shot at OpenClaw’s user experience, calling it “pretty rough” to set up.

“Our goal is not just to deliver Meta AI as an assistant, but to deliver agents that can understand your goals and then work day and night to help you achieve them,” Zuckerberg said, according to Engadget and Dataconomy.

Two Agent Categories

Meta is splitting its agent strategy into two tracks. A personal agent will focus on helping individuals “achieve the diverse goals in their lives,” while a business agent will help entrepreneurs reach new customers and serve existing ones. Both will build on Muse Spark, the first model from MSL, which launched earlier in April under the leadership of former Scale AI CEO Alexandr Wang.

Zuckerberg provided no release timeline for either product.

The OpenClaw Critique

The sharpest moment came when Zuckerberg addressed the current agent landscape directly. He acknowledged OpenClaw as offering “a very exciting glimpse of what types of things should be possible” but followed with a pointed critique of the platform’s accessibility.

“There’s a lot of agents out there that people are building for different things, and there aren’t that many that I would want to give to my mother,” he said, according to Engadget. “How do you make a version of that experience that is a lot more polished and dialed and easy, and that has all the infrastructure basically done for people already.”

The comments position Meta’s agent play as a consumer-accessibility bet, contrasting with the developer-centric, configure-it-yourself approach of platforms like OpenClaw.

Muse Spark Context

Muse Spark represents a strategic pivot for Meta. Unlike the open-source Llama models, Muse Spark is closed-source, signaling Meta’s shift toward paid commercial access, per CNBC. The model currently trails Anthropic’s Claude and Google’s Gemini in Arena.AI text benchmarks but leads OpenAI’s GPT, according to CNBC’s reporting on leaderboard data.

Truist analysts noted that Meta’s “leadership shift and the subsequent nine-month rebuild of Meta’s AI stack signal an aggressive effort to close the gap with competitors,” according to CNBC.

The Accessibility Gap as Strategy

Zuckerberg’s framing reveals where Meta sees its opening. The current agent ecosystem rewards technical users who can configure complex toolchains. Meta’s bet: the mass market wants agents that work out of the box, with infrastructure handled invisibly. Whether Meta can ship that before OpenClaw, Anthropic, and Google close the UX gap themselves is the question. No timeline means no accountability yet, and the earnings call was notably light on specifics beyond the Muse Spark foundation.

Meta reported Q1 revenue of $55.6 billion, up 31% year over year, its fastest growth since 2021.