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The TextGrad whitepaper describes two types of optimizations we can apply:
1. Instance optimization – Directly optimize a solution to a problem like a code snippet or a generated report
2. Prompt optimization – find a prompt that improves the performance of an LLM across multiple queries for a task. We can optimize at the system-prompt or the user-prompt level
Generative and predictive artificial intelligence are two key branches in the field of AI. Generative AI focuses on creating new and original content such as images, music, or text, while predictive AI is centered on forecasting future events or behaviors based on historical data. Both technologies play a crucial role in the advancement of innovative applications across various industries like healthcare, finance, and logistics.
Delivering high-quality scalable software is becoming an increasingly difficult endeavor. A wide variety of tools and services exist to help us do our jobs better
What is Multi Cloud Cost Optimization? Multi cloud cost optimization involves allocating the most suitable and cost-effective cloud resources to individual workloads or applications. It
What is the single best indicator of technology maturity?
I have worked with hundreds of companies of all sizes and have boiled it down to one question – how frequently can you deploy software to production?
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