Resources & News

Don’t even get me started on the technical jargon, the endless citations, and the effort it takes to piece everything together into something meaningful. If only there were a way to cut through all that complexity and get straight to the important stuff without losing the essence of the research. Good news! That’s where AI research paper summarizers come in. These tools are made to quickly scan, evaluate, and highlight the most crucial information from scholarly papers.

AI tools for research paper writing can make the entire process easier and more efficient. No, they won’t write your paper for you, but they eliminate the grunt work—helping you find relevant sources, structure your paper, refine your writing, and easily manage citations.

This article provides 100 ready‑to‑use AI prompts to help medical and scientific professionals create high‑quality slide presentations with MACg. The prompts are organized into practical categories, including clinical education, drug and mechanism‑of‑action decks, PubMed‑driven evidence reviews, specialty teaching, medical affairs and HEOR, training and curriculum, data‑visualization, and conference or grant presentations. Each prompt uses clear “Instruction:” wording and customizable placeholders (e.g., [condition], [audience], [timeframe]) so users can quickly adapt them to their specific topic and setting. By removing blank‑slide paralysis, the collection speeds up evidence‑based slide creation while supporting consistent, structured, and compliant communication.

This article shares 10 practical tips for medical writers, pharma/biotech professionals, HCPs, and researchers on how to use MACg and other AI solutions effectively and responsibly. It emphasizes that MACg's AI agent training knowledge is not a citable evidence base and must be anchored in real, verifiable sources such as publications, CSRs, labels, guidelines, and internal documents. Readers are encouraged to treat all AI outputs as Version 0.1, iterating with expert review rather than accepting the first draft. The article frames MACg as a drafting and thinking assistant, not an autonomous author, and stresses the importance of clear prompts about audience, purpose, region, timeframe, and scope. It recommends breaking complex projects into smaller tasks, using MACg to improve structure and clarity, and explicitly asking for limitations and caveats. Finally, it advocates creating institutional checklists and making expert human review and sign‑off mandatory for any impactful content.

Have you ever struggled to learn how to summarize a research article? You’re not alone. Research papers are packed with technical jargon and endless data, making it a real struggle to extract the key points without getting lost in the details. However, with the right approach, you can break down even the most complex papers into clear, digestible summaries without spending hours staring at your screen.

We have compiles helpfull resources and tips for getting the most out of MACg. Select the asset that meets your immediate needs. review general tips for using AI platforms effectively. Use the prompt templates to quickly craft your own effective prompts for creating many types of content. Pay special attention to article upload limit tips and breaking up large documents and slides into sections. Remember that the first draft is not the final output. You have to work with MACg to refine the output based on your directions. Using these resources and following best practices will help you get the most out of your MACg subscription.

Artificial intelligence-powered platforms are the ultimate writing assistants, improving efficiency and increasing productivity in the life sciences industry. However, concerns about data security are limiting the deployment of AI at many institutions. Here are some tips for using AI in life sciences for content generation while avoiding security risks.

Navigating PubMed's vast database challenges life sciences professionals, often leading to overlooked insights. MACg, a specialized AI tool, transforms research by understanding scientific content, streamlining literature reviews, and enhancing content creation. It significantly reduces research time, enabling informed decisions and accelerating scientific discovery across various sectors.

AI is transforming the life sciences industry by creating new job opportunities and enhancing efficiency. The market is projected to grow significantly, driven by AI's role in drug discovery and personalized medicine. New roles such as AI-driven drug discovery scientists and genomic data analysts are emerging. Despite AI's capabilities, human expertise remains essential for critical thinking and ethical oversight. Professionals must adapt by upskilling and leveraging AI as a partner. Tools like MACg enhance productivity and support professionals in this evolving field. AI's impact promises a bright future with opportunities for growth and innovation in life sciences.

This article explores 10 breakthrough AI applications that augment research, diagnostics, data analysis, health monitoring, and more.

Generative AI tools are changing writing workflows and increasing productivity. Professionals should learn to instruct (prompt) these tools to get the best output. This quick guide, tailored specifically for life sciences, provides tips and strategies for maximizing MACg’s powerful capabilities. By incorporating these prompting tips and leveraging MACg's features, life sciences professionals can significantly enhance their research, writing, and communication workflows.

This article is a practical guide for MACg users who want to create beautiful, slide-ready tables from clinical and scientific data. It explains why the first slide output doesn't need to be perfect and shows how to iterate like a pro using MACg's image generator and flexible slide builder. The core of the article is a set of 10 copy‑pasteable prompt templates for different table styles, from primary outcomes and safety summaries to subgroup grids and multi-domain overviews. It also emphasizes attaching or pasting datasets so MACg can generate accurate, presentation-ready visuals.

Updating an existing PowerPoint deck no longer has to mean hours of manual rewriting and reformatting. This article shows a practical, step‑by‑step workflow for using AI (e.g., MACg) to generate new, evidence‑based slides and seamlessly integrate them into your current presentation. Instead of asking AI to “fix” an entire deck, you'll learn how to target specific sections, brief the AI with the right sources, generate PowerPoint‑ready slides, and then merge and restyle them so they match your original look and feel. The result is faster updates, higher consistency, and full human control over scientific quality.

Generative AI is reshaping continuing medical education (CME) writing, but it won't replace medical writers—it will empower those who learn to use it as a collaborative partner. AI excels at summarizing literature, structuring content, and sparking creative ideas, yet it lacks the judgment, ethical reasoning, and contextual insight required for high‑stakes medical education. Human writers remain essential for accuracy, compliance, bias detection, and learner-centered design. Tools like MACg, built specifically for medical writers, model responsible human–AI collaboration by securing data, integrating PubMed, managing citations, and lightening mechanical tasks so writers can focus on synthesis, equity, and meaningful engagement.

AINGENS has launched the MACg AI Scientific Slide Generator, a new capability inside its MACg platform that lets life sciences teams turn PubMed search results and scientific documents into citation‑correct slide decks in minutes. Built specifically for medical affairs, clinical research, HEOR, medical information, and scientific communications, the tool differs from generic AI slide makers like Copilot, ChatGPT, and Gamma by integrating PubMed search, Reference Collections, and an AMA/APA/MLA citation engine into the slide workflow. Users can design their deck structure upfront, then generate slides with titles, bullets, charts, tables, images, and infographics, all fully editable. The slide generator keeps slide‑level citations and reference slides synchronized as content moves, ensuring accuracy and traceability. Integrated visual tools support scientific charts and diagrams, while templates and PowerPoint/PDF export make it easy to reuse and share decks. With MACg, professionals can search, write, cite, edit, and present on a single, evidence‑first platform.