Category: Blog
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Mathematicians Create New AI Math Test With Unpublished Problems – Can AI Really Solve Research Problems?
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The artificial intelligence industry has been making bold claims about solving mathematical problems, but a team of eleven leading mathematicians just raised the bar significantly. In a notable initiative called “First Proof,” these academics have created what may be the most rigorous test yet of AI’s ability to handle genuine research-level mathematics. The Challenge: Real…
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Stop Drowning in AI Information: Meet the AI Landscape Monitor
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Keeping up with AI these days feels like drinking from a firehose. Research papers drop daily. New models launch weekly. Policy debates evolve in real-time. For researchers, developers, and product managers who need to stay informed, the sheer volume has crossed from exciting to overwhelming. You know the routine: set aside Sunday morning to catch…
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When PDFs Fight Back: Converting Complex Documents for Information Diffusion
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Or: How I learned to stop trusting automated tools and verify everything The Experiment: Unlocking the Value in Long-Form PDFs We’ve all been there: you have a comprehensive 200-page PDF—a research report, technical manual, or detailed analysis—packed with valuable information. But actually using it? Nearly impossible. No search that works well, no way to jump…
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From ‘Catching Bad Words’ to ‘Understanding Bad Intent’: AI Safety’s Next Evolution
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As Large Language Models (LLMs) like Claude and GPT-4 become central to our digital lives, a silent arms race is happening behind the scenes. On one side, “jailbreakers” try to trick AI into bypassing its safety filters; on the other, researchers build shields to keep the AI helpful and harmless. The recent paper “Constitutional Classifiers++:…