Blog

Self-Aggregation: How AI Can Check Its Own Answers Before You Even Review Them
By Roman Litvinecs November 30, 2025
Discover how self-aggregation lets your AI generate multiple solutions, compare them automatically, and deliver validated answers - saving you time and reducing errors.
Contraposition & Contradiction Advanced Logical Reasoning for LLMs in 2025
By Roman Litvinecs November 16, 2025
Master contraposition and contradiction to unlock advanced logical reasoning in LLMs. Build on syllogistic frameworks with practical techniques that catch AI errors and reveal hidden insights - no PhD required.
Contrastive Prompting How Teaching AI Right vs Wrong Examples Boosts Accuracy by 10 percent
By Roman Litvinecs November 3, 2025
Discover contrastive prompting - the simple AI technique that improves accuracy by up to 10%. Learn how showing LLMs both correct and incorrect examples activates critical thinking and reduces errors.
Implementing Syllogistic Reasoning in AI
By Roman Litvinecs October 27, 2025
Learn how Syllogistic Reasoning frameworks force AI to use bulletproof logic. Perfect for contracts, compliance, and critical decisions. Simple templates included.
AI Cost Savings with Chain of Drafts
By Roman Litvinecs September 27, 2025
Make AI cheaper and faster: Chain of Drafts trims tokens 92% and latency 76%, with current models (GPT-5, Claude) and euro pricing.
By Roman Litvinecs September 21, 2025
Cut AI hallucination and build trust with Highlight-of-Thought (HoT). See how Irish SMEs can use HoT across Make.com, Power Automate, SharePoint, and Teams to get verifiable AI results.
By Roman Litvinecs September 3, 2025
Learn 14 proven Chain-of-X prompting methods to get better AI answers for your business. From simple reasoning chains to advanced verification. British SMB guide.
100 Productivity Killers & How Smart Automation Fixes Them
By Roman Litvinecs July 7, 2025
Discover the top 100 productivity killers hiding in your business—and how smart automation can reclaim over 1,275 hours and €17,220 per employee, per year. This actionable guide breaks down wasted time and costs across admin, finance, marketing, sales, and more, providing a roadmap for rapid efficiency gains through di
How Does Business Automation Work? A Comprehensive Guide to Make.com for New Users
By Roman Litvinecs March 3, 2025
Introduction Business automation might seem like a big, complicated idea - but it doesn’t have to be. In this guide, I’ll share my own experiences and insights into using Make.com, a no-code tool that helps small and medium businesses (SMBs) like mine in Ireland simplify everyday tasks. Whether you run a local service or a small business with limited resources, this guide is here to help you understand how Make.com works and how you can set up ready-made blueprints to keep your business running smoothly. In this post, I’ll explain the basics of Make.com, outline the benefits of automating daily processes, offer practical tips from my own routine, and introduce the growing role of AI in business automation. So grab a cup of tea, and let’s explore how automation can free up your time and reduce repetitive tasks.