AimostAll news brief curated from Ethan Mollick.
Source details
Why it matters
Model launches, benchmark jumps, API upgrades, context window changes, and frontier LLM competition. This item originated as a short-form social post, so the context blocks below help expand it into tools, models, and evaluation guides.
What happened
In my experience, all model routers underestimate the difficulty of non-math/coding tasks and assign them too little intelligence. This is worth addressing, as non-verifiable tasks (innovation, marketing, qualitative analysis) often benefit the most from using “smarter” AI models
What to do next
Compare the hosted model pages first, then check the related tools and buyer guides before changing workflow standards.
In my experience, all model routers underestimate the difficulty of non-math/coding tasks and assign them too little intelligence. This is worth addressing, as non-verifiable tasks (innovation, marketing, qualitative analysis) often benefit the most from using “smarter” AI models
This AimostAll brief summarizes the linked source so readers can scan AI developments quickly and jump to the original reporting when needed.
Directory context
Move from the headline to product evaluation with topic-matched tool pages, model references, and buyer guides.
Use a comparison framework before choosing a flagship model or assistant.
Guide Best AI tools for businessTranslate model headlines into workflow, governance, and pricing choices.
Guide Best AI tools for codingUseful when a model story changes developer workflows or coding copilots.
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