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AI & automation, page 4

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 & automation15 min read

Human-like AI: confidence, uncertainty and the empathy gap in chatbots

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 for big data: how they scale, and what is new

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: text-to-SQL, vector search and safe use

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

AI in cybersecurity: how defenders use it and where it falls short

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

The impact of AI on white-collar jobs: what the evidence shows in 2026

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: how artificial intelligence reasons in 2026, and where it fails

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: how in-memory and neuromorphic computing work

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

What is Draft AI? How AI drafting tools work, and how to use them safely

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 on CT scans: how it works, the evidence and the limits

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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AI & automation16 min read

AI and 5G: how edge AI, MEC and AI-RAN work, and what 6G adds

AI and 5G meet at the edge: inference near the device for latency, bandwidth and privacy, AI inside the radio network, and the AI-native goals of 6G.

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