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Seeing Is Misleading: When Climate Images Need Receipts

A picture lies differently from a sentence. A sentence can be checked against a source. A picture can be old, cropped, staged, reused, mislabeled, emotionally loaded, or paired with a claim it never supported. This is why climate disinformation is annoying in the precise technical sense: it often does not need to fabricate a new fact. It can simply attach a real-looking image to a slippery claim and let the audience do the rest. Very efficient. Very human. Very platform-native. ...

January 23, 2026 · 15 min · Zelina
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The AI Buffet: Why One Supermodel Might Rule the Menu, But Specialty Dishes Still Sell

TL;DR for operators The AI market is not choosing between “one model to rule them all” and “a thousand specialist flowers blooming politely in a procurement spreadsheet.” It is choosing by workload. GPT-4o’s native image generation matters because it folds visual production into the same conversational workspace where users already brainstorm, rewrite, code, and revise. That is not just a model upgrade. It is a distribution upgrade. The GPT-4o system card describes an omni model trained across text, vision, and audio, with stronger multimodal capability and lower API cost than GPT-4 Turbo in OpenAI’s own framing.1 OpenAI’s March 2025 image-generation release then pushed that logic into visual work: generate, critique, revise, and regenerate without leaving the chat.2 ...

April 8, 2025 · 12 min · Zelina