Insights
Writings, Musings, Ponderings, and Other (th)ings ... looking up at the world around us.
The Hybrid Approach to Successful AI Automation
Traditional automation excels at consistency; AI excels at interpretation. The most effective business automation uses hybrid approaches that match each technology to actual operational needs rather than maximizing AI usage.
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The Hidden Cost of Operational Debt: Why Operations Matter More Than You Think
Operational efficiency delivers faster ROI with lower risk than chasing revenue growth, yet most businesses miss automation opportunities in their business processes. By investing in operational infrastructure and business automation before scaling accelerates, companies gain competitive advantage while preventing the operational debt that causes growth to stall.
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A Practical Guide to Fact-Checking AI Responses
You must verify AI outputs and cross-reference claims with authoritative sources. Simple verification workflows will protect your credibility and prevent costly mistakes in business decisions and your reputation.
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When AI Gets It Wrong: The Human-AI Partnership in Translation
How you can leverage a strategic combination of AI speed with human expertise to create sustainable value. Language and translation services evolve from manual translation to quality orchestration as AI and automation can now handle many of the tasks.
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AI: Understanding Large Language Models
The foundation of current AI is Large Language Models (LLMs) and there are seven major players creating these models. By understanding each platform's strengths, costs, and integration requirements, you will be able to choose strategically before committing resources.
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AI: The Future of Context: Industry Trends & Emerging Technologies
AI context has exploded in size in 4 years. Early adopters are seeing massive benefits, but poor planning is also causing massive failures and loss.
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