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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.

NERDs Replace FIRE As Young Workers Lose Confidence In Retirement

The FIRE movement promised younger workers a path to financial independence and early retirement. Now, a different group is emerging in the UK: NERDs, or the “Never Ever Retiring Demographic.”

Growing pessimism among Gen Z and millennials is driving the shift, with many questioning whether retirement will ever be financially achievable. Some are responding by reducing or abandoning pension contributions altogether.

Young Workers Are Losing Confidence In Retirement

Research from People’s Pension, a major UK workplace pension provider, found that 47% of Gen Z respondents aged 18 to 27 do not engage with their pension. Another 12%, equivalent to about 2.2 million young people, have stopped saving for retirement because they expect to work indefinitely.

Wider financial pressures are contributing to that outlook. High living costs have pushed milestones such as homeownership, marriage, having children and retirement further away for many younger workers, while inflation, layoffs and stagnant wages have added to uncertainty.

Pension Providers Face A Communication Gap

Financial pressure is only part of the problem. Young workers also say pension providers are failing to explain long-term saving in ways that feel relevant to them.

About 36% of respondents said providers do not explain retirement saving effectively. Among them, 27% said companies appear more focused on selling products than educating customers, while 16% cited complicated language and jargon.

A clear generational difference emerges in the responses. Some 29% of Gen Z respondents said providers fail to explain why pension saving matters, compared with 13% of Gen Xers and Baby Boomers. Similarly, 17% of Gen Z said providers do not use channels they engage with, versus 4% among older generations.

Clearer information could influence behavior. About 70% of Gen Z respondents said they would have started saving earlier if they had known that beginning in their 20s could potentially double their retirement pot compared with starting in their 30s. Another 63% said learning about tax relief and employer contributions motivated them to save.

“In a world where financial doom dominates pension conversations, young savers are tuning out,” said Kirsty Ross, proposition director at People’s Pension. “Our research shows they are not disengaged because they don’t care, they are disengaged because the messages aren’t working.”

Young Savers Want Simpler Tools

Progress bars and goal trackers were among the most popular tools respondents said could make pensions more relevant, cited by 31%. Another 26% wanted reassurance that they could start with small amounts, while 23% wanted examples of what people their age are doing.

Clear, bite-sized steps were cited by 22%, while 19% said light-hearted and relatable stories could make pensions more accessible.

People’s Pension has responded with Pension Drop, a campaign using social media influencers, live events and lifestyle personalities to encourage conversations about retirement saving.

“Looking back, I really wish I’d started earlier,” said Iain Stirling, comedian, TV presenter and Pension Drop ambassador. He said contributions made in someone’s 20s or 30s can make a significant difference later, while employer contributions and tax relief can increase the value of smaller payments.

Small Changes Can Improve Long-Term Saving

Stirling urged younger workers to check their pension provider, establish whether they have multiple pension pots and make sure they are contributing enough to receive the full employer match.

He also recommended increasing contributions after a pay rise or bonus, allowing workers to raise long-term savings without making a large immediate change to their spending.

For younger workers facing high living costs and uncertain career prospects, pension saving remains a difficult sell. Clearer information about employer contributions, tax relief and the long-term effect of starting early could help make retirement planning more tangible.

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