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Contract Review Checklist for SMEs Before Using Any AI Plan
Many SMEs are starting to use AI tools for drafting, coding, sales, customer support, marketing, HR, operations, and decision support. But there is one common mistake. Businesses often judge an AI tool by the vendor’s brand name, popularity, or price plan. That is not enough. The real question is not: “Is this AI company trustworthy?”…
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AI With Accountability — Part 3/3: Where AI Needs Human Stop Rights Inside an SME
In Part 1, we asked a hard question: Can the right accountable human say no at the right point, for the right reason? In Part 2, we looked at how AI oversight should be designed without slowing the business down. The goal is not to add human approval everywhere. The goal is to create fast…
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AI With Accountability — Part 2/3: Designing AI Oversight Without Slowing the Business Down
In Part 1, we looked at a simple but uncomfortable question: Can the right accountable human say no at the right point, for the right reason? That question is important because “human-in-the-loop” is often used too casually. A human may be present in the process, but may not have the clarity, competence, confidence, authority, or…
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AI With Accountability — Part 1/3: Human-in-the-Loop Is Not Enough If the Human Cannot Say No
On 27 March 1977, two Boeing 747s collided on the runway at Los Rodeos Airport in Tenerife, killing 583 people, making it the deadliest accident in aviation history. The collision involved KLM Flight 4805 and Pan Am Flight 1736 in foggy conditions, with runway congestion and communication confusion playing major roles. The KLM captain began…
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Your Team Is Using AI. But Do You Know What Data They Are Uploading?
AI adoption in SMEs may already be happening — even if the founder has not officially approved it: At one level, this is good. Your team is learning. They are becoming faster. They are trying to improve productivity. But every SME owner must now ask one important question: What exactly are they uploading? Because the…
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Using AI in Business: At What Level Are You Using It?
Everyone is talking about using AI in business. But “using AI” does not mean the same thing for everyone. For one business owner, it may mean using ChatGPT to write a WhatsApp message. For another, it may mean connecting AI to internal documents. For someone else, it may mean allowing AI agents to follow up…
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AI Pricing, Human Thinking, and the Peanut Problem
AI may be powerful. But the human brain is still the most energy-efficient thinking machine we know. Also, when I eat peanuts, I know exactly how many I consumed. With AI, I am still trying to understand whether I used one peanut, one packet, or one truckload. This is not just a pricing problem. It…
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AI-Assisted Coding, Vibe Coding, and the Risk of Unowned Code
The conversation around AI-assisted software development is becoming more nuanced. Stage What happens Human role Risk AI-assisted coding AI helps write functions, tests, refactors, boilerplate Human designs and understands Low to moderate Agentic coding AI reads codebase, edits files, runs commands, fixes errors Human directs and supervises Moderate to high Vibe coding Human prompts by…
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AI-Assisted Software Development: Speed Is No Longer the Rare Resource. Clarity Is.
A few months ago, I began spending serious hands-on time with AI-assisted software development. My CEO take? Earlier, average programmers produced average code at average speed. Now, the risk is different. It is possible for average programmers to produce bad code at high speed. This is new. And it changes the problem. One of my…
