All posts tagged: Tasks

Claude AI Workflows to Automate Your Business Tasks

Claude AI Workflows to Automate Your Business Tasks

Published by Miika Tikkanen

For busy entrepreneurs, managing workflows and maintaining consistency across operations can feel overwhelming. Simon Scrapes highlights how a well-structured Claude Cowork setup can simplify these challenges, offering a practical framework to streamline your processes. One key strategy involves organizing your business’s core elements into a centralized folder system, such as the “Agentic OS.” This setup allows you to store reusable files like brand voice profiles, visual identity guidelines and ideal customer profiles, making sure all outputs are consistent and aligned with your business identity. By integrating these files with Claude, you can reduce errors and save time while focusing on strategic growth. In this guide, you’ll explore actionable steps to optimize your Claude Cowork setup, including how to refine your brand voice for different platforms and establish cohesive visual identity guidelines. You’ll also gain insight into using task automation to handle routine processes like generating reports or reconciling invoices. Whether you’re looking to enhance collaboration with your team or scale your operations efficiently, this breakdown provides the strategies you need to maximize productivity and maintain …

Virtually All White Collar Tasks Will Be Automated Within a Year and a Half

Virtually All White Collar Tasks Will Be Automated Within a Year and a Half

Published by José Betancourt

Congratulations, office workers. Most of what you do at your cozy desk jobs will soon be automated with AI, according to the extremely questionable projections of Microsoft’s AI CEO Mustafa Suleyman. That’s because AI models, as Suleyman claims in an interview with the Financial Times published Wednesday, are on the verge of achieving “human-level performance on most, if not all professional tasks.” “So white collar work where you’re sitting down at a computer, either being a lawyer or an accountant or a project manager or a marketing person, most of those tasks will be fully automated by an AI within the next 12 to 18 months,” Suleyman said. Suleyman’s bold assertion comes amid renewed anxiety over AI’s potential to disrupt the job market. The release of Anthropic’s new Claude Cowork AI agent helped spark a broad stock market selloff last week, as investors feared that it could automate tasks like legal work, something that also jeopardized the bottom line of large software companies who make a killing off of providing the specialized programs to complete …

Google Keep Now Syncs with Google Calendar Through Tasks Integration

Google Keep Now Syncs with Google Calendar Through Tasks Integration

Published by Miika Tikkanen

Have you ever wished your notes and reminders could seamlessly sync with your calendar without the hassle of juggling multiple apps? In this breakdown, Productive Computer Systems walks through how Google’s latest update bridges the gap between Google Keep, Google Calendar, and Google Tasks, creating a unified system for managing your schedule. This integration isn’t just a minor tweak, it’s a fantastic option for anyone looking to streamline their workflow. Imagine jotting down a quick note in Google Keep, setting a reminder, and seeing it automatically appear in your calendar, complete with links back to the original note. It’s a bold step toward making task management more intuitive and less time-consuming. This deep dive unpacks the key features and benefits of this integration, from automatic syncing to customizable reminders that fit your exact schedule. You’ll discover how this update reduces manual effort, eliminates app-switching, and keeps your tasks effortlessly connected to your calendar. Whether you’re managing personal to-dos or professional deadlines, this new functionality offers a more cohesive way to stay on top of your …

This minimalist note app is all you really need for 90% of tasks

This minimalist note app is all you really need for 90% of tasks

Published by Miika Tikkanen

Note-taking apps are a dime a dozen, and each one often tries to outdo the others, offering tons of features, 90% of which you’ll never use. I use Obsidian as my primary note-taking app, but when I need to quickly jot down notes on my phone, I use Simplenote. Simplenote is a minimalist note-taking app that works on all your devices (Android, iOS, Windows, macOS, Linux, and the web), offers versioning, and is completely free to use. Above all, it supports Markdown out of the box, making your notes future-proof. Cleaner interface Makes it easy to create new notes and delete them Tashreef Shareef / MakeUseOfCredit: Tashreef Shareef / MakeUseOf There are no surprises when it comes to Simplenote’s interface. It offers a clean note editor where you can start jotting your notes right away. The two-pane layout keeps things simple and keeps your notes list on the left and the writing area on the right. The side pane shows your recent notes and has a search bar at the top to find anything instantly, and …

This new, dead simple prompt technique boosts accuracy on LLMs by up to 76% on non-reasoning tasks

This new, dead simple prompt technique boosts accuracy on LLMs by up to 76% on non-reasoning tasks

Published by Miika Tikkanen

In the chaotic world of Large Language Model (LLM) optimization, engineers have spent the last few years developing increasingly esoteric rituals to get better answers. We’ve seen “Chain of Thought” (asking the model to think step-by-step and often, show those “reasoning traces” to the user), “Emotional Blackmail” (telling the model its career depends on the answer, or that it is being accused of sexual misconduct), and complex multi-shot prompting frameworks. But a new paper released by Google Research suggests that we may have been overthinking it. The researchers found that simply repeating the input query—literally copying and pasting the prompt so it appears twice—consistently improves performance across major models including Gemini, GPT-4o, Claude, and DeepSeek. The paper, titled “Prompt Repetition Improves Non-Reasoning LLMs,” released last month just before the holidays, presents a finding that is almost suspiciously simple: for tasks that don’t require complex reasoning steps, stating the prompt twice yields significantly better results than stating it once. Even better, because of how transformer architecture works, this “one weird trick” comes with virtually zero penalty …