VELS

What it does

VELS is an AI voice-based learning and training simulations for mastering professional skills. Practice interviews, pitches, and presentations in a safe, personalized environment. Get real-time feedback, tailor scenarios, and boost your confidence

Kaiden AI delivers immersive, voice-driven simulations for law enforcement. Build skills, gain real-time feedback, and prepare for real-world scenarios. Learn more today.

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• SP
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  I built a system that lets LLMs automatically learn and improve problem-solving strategies over time, inspired by Andrej Karpathy's idea of a "third paradigm" for LLM learning. The basic idea: instead of using static system prompts, the LLM builds up a database of strategies that actually work for different problem types. When you give it a new problem, it selects the most relevant strategies, applies them, then evaluates how well they worked and refines them. For example, after seeing enough word problems, it learned this strategy: 1) Read carefully and identify unknowns, 2) Define…

• AQ
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