Capabilities
On-Device AI: What Your Phone Can Actually Run Locally
A breakdown of what on-device AI models can handle on a modern smartphone, and where they still hand off to the cloud.
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ModelsAI Model Cards: What They Disclose and What They Leave Out
What AI model cards actually disclose about a model, and the gaps evaluators need to check for themselves.
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CapabilitiesWhy AI Coding Assistants Still Struggle With Legacy Codebases
Legacy codebases break the assumptions most AI coding assistants were trained on, and the gap shows up as soon as you leave a clean, modern repo.
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CapabilitiesAI Agents vs. AI Assistants: What's Actually Different
Vendors call almost everything an agent now. Here's the technical line that actually separates an AI agent from an AI assistant, and how to test which one you're using.
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ModelsSmall Language Models On Device: Where They Actually Win
Latency, privacy, and unit cost are real wins. Memory bandwidth and thermals decide whether any of it ships. A look at what runs locally in 2026.
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CapabilitiesAI Coding Agents in 2026: What They Finish Unattended
Tests, refactors, and reproducible bugs go well. Vague specs and unwritten conventions do not. What changes when review becomes the bottleneck.
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CapabilitiesAI Code Review: Where Automated Review Actually Catches Bugs
AI code review tools genuinely catch real bugs before they ship, but they’re reliable for specific categories of problems and weak for others worth knowing in advance.
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CapabilitiesAI Video Generation: How Close to Real Is It Now
AI video generation has moved from a few seconds of shaky, dreamlike motion to longer, more coherent clips — but real limitations still separate it from footage.
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CapabilitiesAI Image Generation in 2026: What’s Actually Improved
AI image generators have gotten dramatically better at text rendering, hands, and following detailed instructions, though specific weaknesses remain.
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CapabilitiesAI Hallucinations Explained: Why Models Still Make Things Up
AI hallucinations aren’t random glitches — they’re a predictable byproduct of how language models generate text, and understanding why helps you catch them.
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CapabilitiesAI Voice Cloning: How Realistic Synthetic Speech Has Gotten
AI voice cloning can now recreate a specific person’s voice from just seconds of audio — a capability that’s genuinely useful and genuinely easy to misuse.
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CapabilitiesAI Agents That Use Tools: What They Can Actually Do Today
Tool-using AI agents can browse the web, run code, and call outside services on their own — but "on their own" still comes with real limits worth understanding.