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Grammarly’s AI-Driven Expert Review: A New Age of Writing Insights

Introducing A New Paradigm In Writing Assistance

Grammarly has introduced a new artificial intelligence feature called Expert Review, designed to provide writing feedback based on the style of well-known authors, journalists and researchers. The tool was launched in August 2025 as part of the company’s broader set of AI writing features.

Expert Voices In A Digital Ecosystem

The sidebar tool provides editing suggestions that reference ideas or stylistic approaches associated with published authors and journalists. According to Wired, users may receive feedback presented as being inspired by writers from a range of fields, including technology journalism and literature. References may include outlets such as The Verge, Bloomberg and The New York Times.

The Perspective Of Industry Leaders

Some observers have raised questions about how the feedback is presented. During testing, users reported that suggestions appeared to reflect the writing styles of figures such as Casey Newton, Kara Swisher and Timnit Gebru. These observations prompted discussion about how the platform defines “expert review,” given that the individuals referenced are not directly involved in the process.

A Matter Of Attribution And Transparency

Alex Gay, vice president of product and corporate marketing at Superhuman, the parent company of Grammarly, said in comments to The Verge that the system relies on publicly available material. According to Grammarly’s documentation, references to authors or publications are provided for informational purposes and do not imply endorsement or collaboration.

The Broader Implications For The Digital Writing Industry

The introduction of tools that generate stylistic suggestions based on published material reflects a broader shift toward AI-assisted writing. Companies developing such systems continue to face questions about attribution, transparency and the use of publicly available content in machine learning models.

Apple’s Mac Segment Defies Market Expectations With AI-Driven Growth

Apple’s latest quarterly results featured stellar performance from its iPhone sales and burgeoning Services revenue, yet it was the Mac that truly exceeded market expectations. Driving a notable increase fueled by the rising demand for AI workloads, the Mac segment surprised investors with robust growth.

Strong Revenue Beat And Unexpected Growth

Wall Street had forecast Mac revenue in the low $8 billion range; however, Apple reported $8.4 billion in revenue for the quarter ended March 28. This performance not only surpassed estimates but also marked a 6% year-over-year increase, in contrast to the anticipated flat sales. Overall, Apple’s revenue climbed an impressive 17% year-over-year, signaling a healthy diversification of its earnings across core and non-core segments.

Innovative Launches And A New Wave Of Users

Part of the Mac’s surge can be attributed to recent product launches, notably the well-received MacBook Neo. Launched amid heightened consumer excitement and rapid preorder uptake, the Neo quickly resonated with both existing and new users, setting a quarterly record for attracting first-time Mac customers. CEO Tim Cook noted that customer interest was “off the charts,” a testament to the Neo’s market appeal.

Local AI Innovations And Enterprise Adoption

Surprisingly, Apple identified a surge in demand for Macs driven by local AI workloads. Platforms like OpenClaw have led to rapid adoption, further evidenced by recent sellouts of the Mac mini and Mac Studio devices. In China, where demand for advanced AI computing is particularly fervent, the Mac mini emerged as the top-selling desktop, reinforcing the role of Macs in powering enterprise-grade AI solutions. Notable enterprises, including tech innovator Perplexity, have adopted the Mac as their platform of choice for developing enterprise AI assistants.

Supply Constraints And Future Outlook

Despite the record-breaking demand, Mac revenue remained flat on a quarter-over-quarter basis, indicating that the rising demand is still in its early phases. Cook acknowledged that balancing supply and demand for the Mac mini and Studio models could require several months. He also highlighted supply constraints impacting the MacBook Neo, prompting institutions such as Kansas City Public Schools to transition from Chromebooks to the Neo as their preferred computing solution.

Conclusion

Apple’s latest earnings underscore how strategic product innovations and the increasing relevance of AI are reshaping demand across its product lines. As the tech giant continues to refine its supply chains and capitalize on emerging market trends, its ability to navigate these shifts will be critical to sustaining long-term growth and maintaining its competitive edge.

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