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Artificial Intelligence

Artificial Intelligence

Artificial Intelligence

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Can AI Models Actually Reason or Are They Just Pattern Matching?

Can AI Models Actually Reason or Are They Just Pattern Matching?

Ask a language model to solve a logic puzzle, and it will often get it right. Ask it to explain its reasoning step by step, and it'll walk you through the process coherently. Ask it the same puzzle with the numbers changed slightly, and sometimes it gets it completely wrong in a way that makes no sense if it had actually reasoned through it.

Updated: April 28, 2026 | Lucas Hayes

Can AI Really Replace a Therapist or Is That a Dangerous Idea?

Can AI Really Replace a Therapist or Is That a Dangerous Idea?

The question keeps coming up, and it's easy to see why. AI chatbots are available at 3am. They don't judge you. They don't cancel appointments or charge $200 an hour. For a lot of people – particularly those who've never been able to access therapy at all – the idea of an always-available, conversational AI that listens and responds thoughtfully sounds genuinely appealing.

Updated: June 16, 2026 | Lucas Hayes

Can AI Tools Actually Help with Mental Health or Do They Make It Worse?

Can AI Tools Actually Help with Mental Health or Do They Make It Worse?

AI chatbots have become a genuine first stop for a lot of people processing difficult emotions, working through anxious thoughts, or just wanting to talk something out at 2am when no one else is available. This isn't a fringe use case anymore – it's common enough that mental health researchers, clinicians, and regulators are actively studying it. The honest answer to whether this helps or hurts is genuinely mixed, and it depends heavily on what specifically someone is using AI for, how they're using it, and what they need instead.

Updated: July 13, 2026 | Noah Bennett

Can AI Models Actually Reason or Are They Just Pattern Matching?

Can AI Models Actually Reason or Are They Just Pattern Matching?

Updated: April 28, 2026 | Lucas Hayes

Can AI Really Replace a Therapist or Is That a Dangerous Idea?

Can AI Really Replace a Therapist or Is That a Dangerous Idea?

Updated: June 16, 2026 | Lucas Hayes

Can AI Tools Actually Help with Mental Health or Do They Make It Worse?

Can AI Tools Actually Help with Mental Health or Do They Make It Worse?

Updated: July 13, 2026 | Noah Bennett