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Artificial Intelligence and Machine Learning– Explained

Steve Blank

Adversarial attacks against AI fall into three types: Data misclassification – to generate false positive or negative results. Synthetic data generation-to feed false information. Data analysis – for AI-assisted classical attack generation. AI Attack Surfaces. Carpe Diem. Want more Detail?

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Extended Requests for Startups 2025 list

VC Cafe

It’s only been a bit over a month since the start of 2025 past year has witnessed seismic shifts in technology, from breakthroughs in generative AI to emerging solutions in climate tech and healthcare. Restaking Platform : Develop a platform that allows users to utilise staked assets for multiple purposes or layers of staking.

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The Future of AI Value: Beyond Foundation Models

VC Cafe

Until now, the majority of the value in generative AI has been captured by the infrastructure layer: foundational models (LLMs), the cloud providers and the hardware infrastructure/ data centres. However now, the AI landscape is undergoing a significant shift, prompting a crucial question: Where will the future value of AI accrue?