Grammarly

Grammarly is developing a compact, offline model for spelling and grammar correction, addressing challenges such as limited device memory and processing. By creating a 1B-parameter model, they aim to provide real-time, quality suggestions while maintaining the user's voice. Llama was chosen as the base model for its efficiency and capability to handle diverse writing styles. Synthetic training data was created to capture various writing contexts and error types. Optimizations improved processing speed to ~210 tokens/second. Despite successes in accuracy and preserving meaning, the model struggles with proper nouns, article placement, and tense consistency. Future work will refine training data and enhance model performance.

https://www.grammarly.com/blog/engineering/efficient-on-device-writing-assistance/

Grammarly introduces Authorship, enhancing academic integrity by providing transparent AI attribution in student writing, now available in Microsoft Word. The tool tracks text origins in real-time, offering reports on human vs. AI-generated content. Benefits include empowering students to showcase authentic work and providing educators with clear insights into writing processes. With a focus on privacy, Authorship is an opt-in feature designed to foster responsible AI use in education. The ongoing development will continue to adapt to user feedback.

https://www.grammarly.com/blog/academic-writing/grammarly-authorship-just-got-a-major-update/

AI is transforming marketing by enhancing communication and content creation. Although 86% of marketers use AI, only 5% are “AI fluent,” indicating underutilization. Marketers often use AI for short-form content but miss opportunities for communication, content lifecycle, and brand consistency. Marketers lose significant hours to inefficient practices but see productivity and creativity boosts from AI. To maximize AI’s potential, teams should focus on collaborative communication, content production, and maintaining brand consistency. Strategic AI adoption is essential for improving efficiency and competitiveness.

https://www.grammarly.com/business/learn/marketing-productivity-shift/

Outlining organizes ideas into a structured plan, enhancing clarity and focus for writing projects like essays, blog posts, or research papers. The article outlines six steps to create an effective outline: define a central idea, map out major sections, choose a structure, add supporting evidence, ensure logical flow, and refine as needed. Tips for effective outlining include maintaining clarity, staying flexible, and avoiding common mistakes. Ultimately, a strong outline supports great writing by providing structure and adaptability throughout the drafting process.

https://www.grammarly.com/blog/writing-process/how-to-write-outline/

Grammarly hosted an IT leaders' event discussing AI, productivity, and future work. Key takeaways: 1) Prioritize people over tools for effective AI integration; 2) Focus on meaningful metrics beyond easy measurements; 3) Embrace “shadow AI” with guidance to reveal employee needs; 4) Demand clear ROI from vendors to justifying AI spending; 5) Shift to an imagination-driven economy for greater innovation. AI should enhance creativity and employee experience, promoting long-term business success.

https://www.grammarly.com/business/learn/real-talk-on-it/

Grammarly is now ISO/IEC 42001:2023 certified, highlighting its dedication to responsible AI development focused on ethical communication, safety, and privacy. This certification establishes a framework for governing AI responsibly, showcasing Grammarly's commitment to ethical design, privacy, risk monitoring, and user trust. The company embeds responsible AI principles into product development, maintains strong governance policies, conducts risk assessments, and emphasizes transparency and user control. This milestone reflects Grammarly's ongoing efforts to ensure safe and effective AI use for users and businesses.

https://www.grammarly.com/blog/company/iso-iec-420012023-certification/

Brainstorming fuels innovation through idea exploration, organization, and collaboration. Effective tools can transform scattered thoughts into actionable insights. The guide discusses 23 brainstorming tools, including AI platforms like Grammarly and ChatGPT, digital tools for collaborative mind mapping, and traditional methods like sticky notes and whiteboards. Selecting the right tool depends on purpose, collaboration needs, integration, and ease of use. Both digital and physical tools retain value in capturing and refining ideas, with a combined approach enhancing creativity.

https://www.grammarly.com/blog/writing-process/brainstorming-tools/