generative models Archives

Tech Optimizer

May 18, 2026

Google tells database devs to lean hard on AI for PostgreSQL work

Google is encouraging developers to use AI coding tools for open source projects like PostgreSQL, highlighting the productivity improvements seen internally. Sailesh Krishnamurthy, Vice President of Databases at Google Cloud, emphasized that developers remain accountable for their contributions, regardless of AI usage. The suitability of AI tools for open source projects is due to the accessibility of the codebase, which aids in training generative models. PostgreSQL is noted for its extensibility, allowing for rapid experimentation and innovation. A recent Stack Overflow survey identified PostgreSQL as the most favored database among developers in 2023, attributed to increased investments from major cloud providers. Microsoft has made significant contributions to PostgreSQL, including the development of pg_documentdb_core and pg_documentdb_api, and has introduced a distributed PostgreSQL database service called HorizonDB. Research from Gartner shows that only Microsoft has grown its market share among leading database vendors over the past 15 years, while Google and other cloud providers are shifting momentum towards open source solutions like PostgreSQL.

Winsage

April 6, 2025

I tried Copilot Vision, and it could change how you use Windows forever

Microsoft introduced Copilot Vision during an event celebrating its 50th Anniversary. This feature allows users to point their camera at objects for real-time identification by AI, integrating OpenAI's GPT models for enhanced memory, search, personalization, and visual capabilities. Currently available on the Windows Desktop app, Copilot Vision can recognize open applications without continuous monitoring. It adapts its responses based on the specific application in use, such as providing contextually relevant guidance in Blender 3D and visually indicating tools in Clipchamp. More advanced features are anticipated in the future, but no specific timeline has been provided.

AppWizard

March 21, 2025

A high schooler built a website that lets you challenge AI models to a Minecraft build-off

Developers are exploring new methods to benchmark generative AI models, with one initiative being the Minecraft Benchmark (MC-Bench), a platform for head-to-head competitions among AI models that generate unique Minecraft creations. Users vote on the performances without knowing which AI created each entry. The project, created by 12th-grade student Adi Singh, leverages Minecraft's universal recognition to evaluate AI capabilities. MC-Bench currently has eight volunteer contributors and has received support from major AI companies like Anthropic, Google, OpenAI, and Alibaba. The focus is on simple builds, with plans to scale to more complex tasks. MC-Bench requires models to write code for requested builds, making it easier for users to assess the quality of creations visually. Singh believes the scores from MC-Bench provide meaningful insights into AI performance compared to traditional text-based benchmarks.