Improve Amazon Nova migration performance with data-aware prompt optimization | AWS Machine Learning Blog
https://aws.amazon.com/blogs/machine-learning/improve-amazon-nova-migration-performance-with-data-aware-prompt-optimization/
https://aws.amazon.com/blogs/machine-learning/improve-amazon-nova-migration-performance-with-data-aware-prompt-optimization/
Amazon
Improve Amazon Nova migration performance with data-aware prompt optimization | Amazon Web Services
In this post, we present an LLM migration paradigm and architecture, including a continuous process of model evaluation, prompt generation using Amazon Bedrock, and data-aware optimization. The solution evaluates the model performance before migration and…
[2504.20461] Efficient Graph-Based Approximate Nearest Neighbor Search Achieving: Low Latency Without Throughput Loss
https://arxiv.org/abs/2504.20461
https://arxiv.org/abs/2504.20461
arXiv.org
Efficient Graph-Based Approximate Nearest Neighbor Search...
The increase in the dimensionality of neural embedding models has enhanced the accuracy of semantic search capabilities but also amplified the computational demands for Approximate Nearest...
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities
https://universalrag.github.io/
https://universalrag.github.io/
[2503.11747] Physical Principles of Quantum Biology
https://arxiv.org/abs/2503.11747
https://arxiv.org/abs/2503.11747
arXiv.org
Physical Principles of Quantum Biology
This technical monograph provides a comprehensive overview of the field of quantum biology. It approaches quantum biology from a physical perspective with core quantum mechanical concepts...
💡 Remember Box pinned «[2503.11747] Physical Principles of Quantum Biology https://arxiv.org/abs/2503.11747»
JetBrains/Mellum-4b-base · Hugging Face
https://huggingface.co/JetBrains/Mellum-4b-base
https://huggingface.co/JetBrains/Mellum-4b-base
DataFast | Grow your startup with data, not guesses
https://datafa.st/
https://datafa.st/
DataFast | Grow your startup with data, not guesses
DataFast is the analytics tool for entrepreneurs. From first click to customer, it helps you understand where the money is and how to increase your revenue without bombarding you with data.
[2504.18530] Scaling Laws For Scalable Oversight
https://arxiv.org/abs/2504.18530
https://arxiv.org/abs/2504.18530
arXiv.org
Scaling Laws For Scalable Oversight
Scalable oversight, the process by which weaker AI systems supervise stronger ones, has been proposed as a key strategy to control future superintelligent systems. However, it is still unclear how...
Why All Your Workflows Should Be Postgres Rows | DBOS
https://www.dbos.dev/blog/why-workflows-should-be-postgres-rows
https://www.dbos.dev/blog/why-workflows-should-be-postgres-rows
www.dbos.dev
Why All Your Workflows Should Be Postgres Rows | DBOS
How Postgres-backed workflows simplify operating complex systems. How the Postgres representation works under the hood, and how it enables recovery from failures by performing database operations over workflow state.