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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.

MENA Venture Capital Stable As International Investor Activity Shifts

A Data-Led Analysis Of Investor Behavior In A War-Affected Region

Venture capital activity in the Middle East and North Africa remained relatively stable one month after the escalation of regional conflict. Early data, however, indicate changes in investor behavior rather than immediate shifts in funding totals. Initial signals are visible in investor participation, capital allocation, and deal pipeline activity.

Venture Markets And The Lag In Response

Funding announcements reflect decisions made months earlier, meaning that today’s figures do not capture the full impact of current events. Investors typically adjust strategies gradually, signaling future shifts long before they are immediately visible in total funding numbers.

International Capital As The Key Pressure Indicator

Participation of international investors remains a key indicator across the MENA venture market. Global capital has historically accounted for a significant share of funding in the region. Following global interest rate increases, international participation declined through 2023. This shift was reflected in lower cross-border deal activity, more cautious capital deployment, and longer fundraising timelines.

Implications For The Broader Startup Ecosystem

Changes in international investor activity affect multiple parts of the startup ecosystem. A recovery in participation was recorded in 2024 and continued into 2025, supporting funding activity and cross-border investment. If uncertainty persists, potential effects include slower investment decisions, reduced cross-border engagement, and extended fundraising cycles. International capital also plays a role in supporting larger funding rounds and access to global networks.

Next Steps For Stakeholders

International capital represents one of several factors shaping venture activity in the region. Its movement often precedes changes in late-stage funding, startup formation, and exit activity. Investors, policymakers, and ecosystem participants rely on data and scenario analysis to assess these trends and adjust strategies.

For A Deeper Insight

Further analysis on venture activity, capital flows, and geopolitical impact across the region is available in the full MAGNiTT report.

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