Putting AI to work safely: automated workflows, assistants grounded in your own content, evaluations, and a person in charge.
The service behind this topic: AI & automation
AI & automation19 min read
Phones and PCs now run small AI models on a built-in NPU and send bigger requests to the cloud. What runs where, why, what TOPS means and what to buy in 2026.
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AI & automation15 min read
Human-like AI knows how sure it is and when to stop. What the RTNet study found, what the chatbot empathy gap is, and what rules now say about children.
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AI & automation13 min read
Machine learning algorithms scale to big data by sampling, approximating and splitting the work. How SGD, XGBoost and Spark do it, and how to judge a new one.
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Data19 min read
Generative AI for databases turns plain-language questions into SQL and searches data by meaning. How it works, how accurate it is and how to use it safely.
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Security16 min read
How AI is used in cybersecurity: malware and phishing detection, UEBA, SOAR and LLM triage agents, what the evidence shows, the limits and how to start.
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AI & automation16 min read
AI is changing tasks inside office jobs faster than it removes jobs. What exposure studies, experiments and 2026 labour data show, and what to do about it.
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AI & automation17 min read
Logical AI draws conclusions by applying logic to facts. How symbolic AI, chain of thought, reasoning models and formal proof work, and where they fail.
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AI & automation14 min read
Memristor AI chips store neural-network weights as resistance and compute inside memory. How they work, where accuracy breaks down and what ships in 2026.
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AI & automation14 min read
Draft AI means using a generative AI tool to write a first draft that a person checks and sends. How it works, where it fails and how to use it at work.
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AI & automation15 min read
AI lung cancer detection finds and scores nodules on low-dose CT and predicts future risk. How it works, the key studies, the data behind it and its limits.
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