Monthly Showcase Thread – January 2024

2 years ago

Howdy! I was a bit late for this, but the holidays got the best of me. Too much Eggnog. My…

RAG Hallucination Detection Techniques

2 years ago

Large language models (LLMs) are useful for many applications, including question answering, translation, summarization, and much more, with recent advancements…

Privacy-Computation Trade-offs in Private Repetition and Metaselection

2 years ago

A Private Repetition algorithm takes as input a differentially private algorithm with constant success probability and boosts it to one…

Build an Amazon Bedrock based digital lending solution on AWS

2 years ago

Digital lending is a critical business enabler for banks and financial institutions. Customers apply for a loan online after completing…

Introducing Vertex AI RAG Engine: Scale your Vertex AI RAG pipeline with confidence

2 years ago

Closing the gap between impressive model demos and real-world performance is crucial for successfully deploying generative AI for enterprise. Despite…

LlamaIndex goes beyond RAG so agents can make complex decisions

2 years ago

A new orchestration architecture from LlamaIndex brings more context and decision-making capabilities to AI agents.Read More

The Tide Could Finally Be Turning Against the LA Fires

2 years ago

With wind speeds falling, firefighting reinforcements arriving from out of state, and more water sources online, authorities now have a…

Automated method to detect common sleep disorder affecting millions

2 years ago

AI-powered algorithm can analyze video recordings of clinical sleep tests and more accurately diagnose REM sleep behavior disorder.

Machine learning algorithm enables faster, more accurate predictions on small tabular data sets

2 years ago

Filling gaps in data sets or identifying outliers—that's the domain of the machine learning algorithm TabPFN, developed by a team…

5 Common Mistakes to Avoid When Training LLMs

2 years ago

Training large language models (LLMs) is an involved process that requires planning, computational resources, and domain expertise.