Because it's useful to have models that are faster.
LLMS
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o1 Pro vs Other AI Models: Capabilities and Strengths Comparison
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It's just a smart model that's good at stuff. o3 writes a little too short and uses tables too much. The other reasoning models are heavily optimized for code. But o1 Pro will do stuff like deep research + write you a personalized playbook to help you execute a specific task.
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GPT-o1 Pro: Preferred Tool Beyond Content and Coding
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GPT-o1 Pro is still one of my favorites. Not for content. Not for coding. But for almost everything else.
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Arithmetic Coding with LLM Probability Distributions Explained
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yes, it’s arithmetic coding using the LLM probability distribution over training token sequences
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Apple Research Challenges LRM Generalization Claims
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In a paper published last week, Apple researchers argue LRMs merely use a different kind of pattern matching without actually generalizing better than other LLMs — but don't necessarily improve performance or increase effort when doing more complex tasks.
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Apple Research: Large Reasoning Models Think Like Other LLMs
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With #WWDC25 today, it's worth taking a look at new Apple research that suggests large reasoning models (LRMs) maybe don't think differently than other LLMs. On, in honor of the iconic Apple ad campaign, Apple's researchers could've said LRMs don't "think different."
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Has China Crossed an AI Red Line?
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La Chine vient peut-être de franchir une ligne rouge en IA. DeepSeek, modèle open source, dépasse Gemini 2.5 Pro sur plusieurs benchmarks.
— VISION IA (@vision_ia) 9 juin 2025
Déclaration de guerre technologique.
Je vous montre ce que ça change — et comment le tester dès aujourd’hui.
Extrait de ma vidéo sur le… pic.twitter.com/Jjk7itb8gFChina may have just crossed an AI red line. DeepSeek, an open-source model, outperforms Gemini 2.5 Pro on multiple benchmarks. A technological declaration of war. I’ll show you what this changes—and how to test it today. Excerpt from my video on the topic.
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Google Gemini ‘Project Mariner’ AI agent rolling out to subscribers
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BREAKING 🚨: Project Mariner is being rolled out to Gemini Ultra subscribers!
— 🚨 AI News | TestingCatalog (@testingcatalog) 9 juin 2025
It works more like an Operator but has access to your open tabs in Chrome. pic.twitter.com/4FjELZjDCVBREAKING : Project Mariner is being rolled out to Gemini Ultra subscribers! It works more like an Operator but has access to your open tabs in Chrome.
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Fast AI Models: Optimus Alpha and Grok 3 Beat R1
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BTW on the next page, there's some interesting fast-yet-decent models, including the mysterious Optimus Alpha (is this the upcoming OpenAI open source model?) and Grok 3 Beta, which are both super fast! (~40x faster than R1!) (GPT 4.5 tldr: slow, very expensive, & wrong.)
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DeepSeek Speed vs Opus Performance: Claude Code Model Comparison
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Adding time spent to the results is pretty interesting. As good as it is, deepseek is *really* slow (we had to stop using it at http://
Answer.AI for this reason). Opus is fast, which makes it a great Claude Code option if you can afford it. Gemini 03-25 will be missed