The Efficiency Wall: Why the Next 1,000x Leap Isn’t More GPUs
Author(s): Kapardhi kannekanti Originally published on Towards AI. The fundamental flaw in modern AI architecture, and the biological “hack” to solve it. We are currently witnessing a massive misallocation of capital in Silicon Valley and beyond. We are burning billions of dollars …
Multimodal Autonomous AI Agents: Enhancing Web Interactions Through Tree Search
Author(s): Kapardhi kannekanti Originally published on Towards AI. I’ve been thinking a lot about AI agents lately, those systems that can actually do things for us online instead of just answering questions. Last week, Professor Ruslan Salakhutdinov from CMU gave a Lecture …
DeepSeek’s AI Breakthrough: The Democratisation of Artificial Intelligence
Author(s): Kapardhi kannekanti Originally published on Towards AI. A Chinese Company called Deepseek recently dropped a bombshell in the AI world with the new model called R1. Tech Experts are calling it AI’s “Sputnik moment”, a game-changer that could shake up how …
Beyond Trial and Error: How Neural Networks Elevate Deep Reinforcement Learning.
Author(s): Kapardhi kannekanti Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. At the foundation of this lies in the Multi-Arm Bandit Problem, a classic dilemma in Probability Theory and Machine Learning. The fundamental …
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