Beyond Benchmarks: Why AI Evaluation Needs a Reality Check

If you have been following AI these days, you have likely seen headlines reporting the breakthrough achievements of AI models achieving benchmark records. From ImageNet image recognition tasks to achieving superhuman scores in translation and medical image diagnostics, benchmarks have long been the gold standard for measuring AI performance. However, as impressive as these numbers…

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Why Language Models Get ‘Lost’ in Conversation

A new paper from Microsoft Research and Salesforce finds that even the most capable Large Language Models (LLMs) fall apart when instructions are given in stages rather than all at once. The authors found that performance drops by an average of 39 percent across six tasks when a prompt is split over multiple turns: A…

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Pippit AI Review: I Made a Viral Ad in Five Minutes

What if your next viral video didn’t need a script, a camera, or even a team? Small business owners spend an average of around 6 to 10 hours weekly on content and social media marketing. If you’re wearing all the hats (CEO, creative director, social media manager), you know that content creation is often where…

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Dream 7B: How Diffusion-Based Reasoning Models Are Reshaping AI

Artificial Intelligence (AI) has grown remarkably, moving beyond basic tasks like generating text and images to systems that can reason, plan, and make decisions. As AI continues to evolve, the demand for models that can handle more complex, nuanced tasks has grown. Traditional models, such as GPT-4 and LLaMA, have served as major milestones, but…

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The Unknown Tech Behind a New Generation of Edge AI Devices

You may not have heard of piezoMEMS — but novel applications of this tiny, game-changing technology are poised to reshape the future of AI at the edge. In 2023, researchers estimated that using generative artificial intelligence (genAI) to create an image used as much energy as charging a smartphone. Now, imagine generating AI images with…

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