May 2023 Summaries

Aporia Labs has partnered with Portkey to provide secure and reliable Guardrails for production AI systems. Additionally, they have integrated their ML observability offering into Databricks Lakehouse Platform, allowing users to automate data pipelines, monitor, visualize, and explain their ML models in production. This integration ensures data security and integrity while utilizing Databricks' native capabilities for optimized resource usage and reduced latency. Aporia's Direct Data Connectors offer a smooth connection to data lakes, enabling users to start monitoring billions of predictions in minutes without the need for data duplication or sampling. The partnership with Databricks fosters effective collaboration among ML teams, promoting continuous learning and data-driven decision-making.

Aporia releases its latest market overview – 2024 AI Report: Evolution of Models & Solutions. In this tutorial, we learn how to create 3D game assets automatically using ChatGPT and Shap-E. We use the ChatGPT API to generate ideas for different game items and characters, which are then passed to Shap-E – a new model by OpenAI to generate 3D objects from text. The code is provided to convert the 3D models to standard 3D file formats such as glTF and obj, so they can be imported into popular game editors like Unity, Godot, and Unreal. While exciting, we are also introduced to the risks of bias and fairness issues arising from these AI tools, reminding us to be cautious when designing games with ambiguous prompts.