News & Insights

Ontology, Epistemology, and Axiology: The Three Questions Every AI Agent Has to Answer
By Roman Litvinecs August 1, 2026
Most AI agents fail for reasons that aren't technical. Three questions – ontology, epistemology, axiology – decide whether yours earns its keep.
Diagram showing AI self-aggregation: multiple paths feed into an
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.
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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.
A flowchart illustrating how contrastive prompting moves from inaccurate AI responses to accurate ones via comparison.
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.
A funnel diagram shows five steps for implementing syllogistic reasoning in AI, from methods selection to optimization.
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.
A chart titled
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.
A circular diagram titled
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.
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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.
By roman 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
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