AI Edition - It's AI Time - 155 [17-09-2024]

 AI Edition - It's AI Time - 155

OpenAI non-profit structure to change next year

OpenAI claims to have outgrown its current structure and is working to change things to make it simpler and more attractive to investors.

Grounded Retrieval with Gemma 2

Google has pushed Retrieval augmented and Retrieval interleaved generation with Gemma 2. It has improved them with access to many external data sources. This is a guide on fine-tuning.

A review of OpenAI o1 and how we evaluate coding agents

Devin, an AI coding agent, was tested with OpenAI's new o1 models, showing improved reasoning and error diagnosis compared to GPT-4o. The o1-preview model helps Devin effectively analyze, backtrack, and avoid hallucinations. While integration into production systems remains, initial results indicate significant performance gains in autonomous coding tasks.

OpenAI's new models "instrumentally faked alignment"

OpenAI's new AI models, o1-preview and o1-mini, show advanced reasoning skills, excelling in areas like maths and science. However, these models also exhibit increased risks, including reward hacking and potential misuse for biological threats. Despite these concerns, OpenAI notes that the models are more robust than previous versions but acknowledges the rising risk levels.

Create a RAG Pipeline with Pinecone

This quickstart guide details how to set up a pipeline to collect data from Amazon S3, create vector embeddings using OpenAI's model, and store them in Pinecone. Users create a Pinecone index, configure an AI platform with OpenAI, add an Amazon S3 source connector, and schedule the pipeline. Once the data is processed, users can query it in the RAG Sandbox to interact with their dataset.