Bridging Symbolic AI and Deep Learning: How Knowledge Graphs are Revolutionizing ResNets
Author(s): Jitesh Prasad Gurav Originally published on Towards AI. When ResNet revolutionized computer vision in 2015, it solved the vanishing gradient problem that plagued deep neural networks. Today, a new revolution is underway: researchers are discovering that by infusing ResNets with structured …
The Harsh Reality of AI Startup Funding: Only 23% Survive the Series A Transition
Author(s): Jitesh Prasad Gurav Originally published on Towards AI. Building an AI startup has never been more challenging. Recent research examining nearly 1,000 generative artificial intelligence companies reveals that only 22.6% successfully transition from seed to Series A funding rounds. This statistic …
Knowledge Graphs and Their Applications to Investing in AI
Author(s): Jitesh Prasad Gurav Originally published on Towards AI. How graph algorithms, network analysis, and machine learning reveal hidden patterns in a $891B ecosystem What if everything we thought we knew about venture capital success was wrong? What if the most essential …
How I Built AI Agents That Actually Help Evaluate Private Companies
Author(s): Jitesh Prasad Gurav Originally published on Towards AI. Why I Started This Journey As someone who's spent years working with private company evaluations, I've always been frustrated by the same recurring problems. No matter how smart the analysts or how much …
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