LLMs would be really dumb without the existence of Wikipedia.
MACHINE LEARNING
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Frontier Models vs GPT Codex: Speed to Success Comparison
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Even frontier models fail all the time. The difference is we fail in 15 sec and with one more prompt you get the right answer. Time to success = 30 sec. On GPT Codex it takes 22min just to find out it failed.
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Language Models Struggle With High School Math Fundamentals
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Language models perform poorly on high-school math? You don't want to hear this, but the problems started in grade-school. The moment we (collectively) found acceptable that mid-tier models could score only 75%-85% on a GSM test set of 1.32k straightforward problems…
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OpenAI Launches Aardvark Security Research Agent
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OpenAI is launching a new Security Research Agent, "Aardvark", that can identify and resolve vulnerabilities in code. Aardvark is currently available in private beta and powered by GPT-5 and Codex.
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Stanford Method Detects Copied Fine-Tuned AI Models
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Someone stole your model & u can’t prove it? This Stanford paper just showed that you can find out if a model is a copy or finetuned based on your model with just its generated text So if someone yoinks DeepSeek-v3.2 and finetunes it, it’ll leave statistical traces!
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TU Berlin’s Legacy of Success in Machine Learning
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We do TU Berlin is one of the most successful schools in the history of ML, Klaus, Alex, Marc, Bernhard … you should be very proud I hope.
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Master LLM Engineering Skills in 40 Hours for Your Dream Job
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Land your dream LLM job in just 40 hours! AI & LLM engineers are in really high demand, but the skills gap holds many back. If you have some Python experience, we’ll teach you PRECISELY what employers want through hands-on projects and portfolio-building. All you need is
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How Agentic AI Works: Data Collection, Reasoning, and Autonomous Action
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How does Agentic AI work? Collects data (APIs, sensors, logs, queries) Reasons & plans with memory + context Executes actions, learns from feedback Produces autonomous, adaptive responses AI that doesn’t just respond — it acts.
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The Principles of Diffusion Models: From Origins to Advances
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The Principles of Diffusion Models: From Origins to Advances pdf: https://
arxiv.org/abs/2510.21890
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Comprehensive Guide to Diffusion Models: Principles and Advances
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The Principles of Diffusion Models: From Origins to Advances By far, the best write-up on diffusion models. This is the go-to doc for foundational principles and essential concepts in diffusion models. 470 pages, 6 chapters of high-quality tokens.